found 3

3 files changed, 2184 insertions, 2 deletions

diff --git a/reports/institution_names-3.csv b/reports/institution_names-3.csv
index dbf2ac1f..fa865c1c 100644
--- a/reports/institution_names-3.csv
+++ b/reports/institution_names-3.csv
@@ -44,7 +44,6 @@ Purdue University
 "Institute of Informatics,  Istanbul Technical University,  Istanbul, 34469, TURKEY"

 "Information Engineering, P. O. Box 4500 FI-90014 University of Oulu, Finland"

 "The Robotics Institute, Carnegie Mellon University, 5000 Forbes Ave, PA, USA"

-"c) 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting"

 "Environment, Northumbria University, Newcastle, NE1 8ST, United Kingdom"

 "State Key Lab of CADandCG, College of Computer Science, Zhejiang University, Hangzhou, China"

 "UNIVERSITY OF CALIFORNIA, BERKELEY"

@@ -621,7 +620,6 @@ Ionian University
 COMSATS Institute of Information Technology

 "The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong"

 "Engineering, G.H.Raisoni College of Engineering"

-Link ping University

 "University of California, Los Angeles"

 National University of Singapore

 Santa Fe Institute

diff --git a/reports/institutions_found/found-3.csv b/reports/institutions_found/found-3.csv
new file mode 100644
index 00000000..2e682380
--- /dev/null
+++ b/reports/institutions_found/found-3.csv
@@ -0,0 +1,811 @@
+"Rutgers University, Newark, NJ, USA",40.7417586,-74.1750462269524,"Dana Library, Bleeker Street, Teachers Village, Newark, Essex County, New Jersey, 07102, USA"

+"Sri krishna College of Technology, Coimbatore, India",10.925861,76.9224672855261,"Sri Krishna College of Technology, Kovaipudur to Golf Course Road dirt track, Ward 89, South Zone, Coimbatore, Coimbatore district, Tamil Nadu, 641001, India"

+Yale University,41.25713055,-72.9896696015223,"Yale University, West Campus Drive, West Haven, New Haven County, Connecticut, 06516, USA"

+Eskisehir Osmangazi University,39.7487516,30.4765307102195,"Eskişehir Osmangazi Üniversitesi Meşelik Yerleşkesi, Kütahya-Eskişehir yolu, Sazova Mahallesi, Karagözler, Tepebaşı, Eskişehir, İç Anadolu Bölgesi, 26160, Türkiye"

+"Shanghai Jiao Tong University, China",31.20081505,121.428406809373,"上海交通大学（徐汇校区）, 淮海西路, 番禺小区, 平阴桥, 徐汇区, 上海市, 200052, 中国"

+"University of Coimbra, Portugal",40.2075951,-8.42566147540816,"Reitoria da Universidade de Coimbra, Rua de Entre-Colégios, Almedina, Alta, Almedina, Sé Nova, Santa Cruz, Almedina e São Bartolomeu, CBR, Coimbra, Baixo Mondego, Centro, 3000-062, Portugal"

+"Fudan University, Shanghai, China",31.30104395,121.500454969435,"复旦大学, 220, 邯郸路, 五角场街道, 杨浦区, 上海市, 200433, 中国"

+"University of Science and Technology of China, Hefei 230026, P. R. China",31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+University  Politehnica  of Bucharest,44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+"Columbia University, New York NY 10027, USA",40.81779415,-73.9578531933627,"Columbia University, West 131st Street, Manhattanville Houses, Manhattanville, Manhattan, Manhattan Community Board 9, New York County, NYC, New York, 10027, USA"

+University of Perugia,49.2622421,-123.2450052,"Caffe Perugia, 2350, Health Sciences Mall, University Endowment Lands, Metro Vancouver, British Columbia, V6T, Canada"

+"Tsinghua University, Beijing 100084, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Tsinghua University, Beijing 100084, P.R.China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"University of Ottawa, Canada",45.42580475,-75.6874011819989,"University of Ottawa, 1, Stewart Street, Byward Market, Lowertown, Rideau-Vanier, Ottawa, Ontario, K1N 6N5, Canada"

+"Lund University, Lund, Sweden",55.7039571,13.1902011,"TEM at Lund University, 9, Klostergatan, Stadskärnan, Centrum, Lund, Skåne, Götaland, 22222, Sverige"

+Princeton University,40.34829285,-74.66308325,"Lot 9, University Place, Princeton Township, Mercer County, New Jersey, 08540, USA"

+"Shanghai Jiao Tong University, Shanghai 200240, China",31.02775885,121.432219256081,"上海交通大学（闵行校区）, 宣怀大道, 紫竹科技园区, 英武, 闵行区, 上海市, 200240, 中国"

+"National University of Ireland Maynooth, Co. Kildare, Ireland",53.3846975,-6.60039458177959,"National University of Ireland Maynooth, River Apartments, Maynooth, Maynooth ED, Maynooth Municipal District, County Kildare, Leinster, KILDARE, Ireland"

+Myongji University,37.2381023,127.1903431,"명지대, 금학로, 역북동, 처인구, 용인시, 경기, 17144, 대한민국"

+"Hankuk University of Foreign Studies, South Korea",37.5953979,127.0630499,"외대앞, 휘경로, 이문동, 이문2동, 동대문구, 서울특별시, 02407, 대한민국"

+"Arizona State University, Tempe AZ",33.4206602,-111.932634924965,"Arizona State University, Palm Walk, Tempe, Maricopa County, Arizona, 85287, USA"

+"Sharda University, Greater Noida, India",28.4737512,77.4836148,"Sharda University, Yamuna Expressway, Greater Noida, Gautam Buddha Nagar, Uttar Pradesh, 201308, India"

+The University of Electro-Communications,35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+"IDIAP Research Institute, Martigny, Switzerland",46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+"Peking University, Beijing, China",39.9922379,116.303938156219,"北京大学, 5号, 颐和园路, 稻香园南社区, 海淀区, 北京市, 100871, 中国"

+Middlesex University London,51.59029705,-0.229632209454029,"Middlesex University, Greyhound Hill, Hendon, The Hyde, London Borough of Barnet, London, Greater London, England, NW4 4JP, UK"

+"Tampere University of Technology, Tampere, Finland",61.44964205,23.8587746189096,"TTY, 10, Korkeakoulunkatu, Finninmäki, Hervanta, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33720, Suomi"

+Tafresh University,34.68092465,50.0534135183902,"دانشگاه تفرش, پاسداران, خرازان, بخش مرکزی, شهرستان تفرش, استان مرکزی, ‏ایران‎"

+"University of North Carolina at Chapel Hill, Chapel Hill, NC",35.9105975,-79.0517871,"University of North Carolina at Chapel Hill, East Cameron Avenue, Chapel Hill, Orange County, North Carolina, 27514, USA"

+"Temple University, Philadelphia, PA 19122, USA",39.9808569,-75.149594,"Temple University, West Berks Street, Hartranft, Philadelphia, Philadelphia County, Pennsylvania, 19122, USA"

+Hunan University,26.88111275,112.628506656425,"Yejin University for Employees, 冶金西路, 和平乡, 珠晖区, 衡阳市 / Hengyang, 湖南省, 中国"

+"University of California, Riverside CA 92521-0425, USA",33.9743275,-117.32558236636,"UCR, North Campus Drive, Riverside, Riverside County, California, 92521, USA"

+Shaheed Zulfikar Ali Bhutto Institute of,24.8186587,67.0316585,"Shaheed Zulfikar Ali Bhutto Institute of Science and Technology - Karachi Campus, Block 5, Clifton Block 5, CBC, ڪراچي Karachi, Karāchi District, سنڌ, 75600, ‏پاکستان‎"

+Punjabi University Patiala,30.3568981,76.4551272,"Punjabi University Patiala, Rajpura Road, Patiala, Punjab, 147001, India"

+"Imperial College London, UK",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Southwest Jiaotong University, Chengdu, P.R. China",30.697847,104.0520811,"西南交通大学 - Xinan Jiaotong University, 二环高架路, 沁园小区, 金牛区, 金牛区 (Jinniu), 成都市 / Chengdu, 四川省, 610084, 中国"

+"Arizona State University, AZ, USA",33.30715065,-111.676531568996,"Arizona State University Polytechnic campus, East Texas Avenue, Mesa, Maricopa County, Arizona, 85212, USA"

+"Eindhoven University of Technology, The Netherlands",51.4486602,5.49039956550805,"Technische Universiteit Eindhoven, 2, De Rondom, Villapark, Eindhoven, Noord-Brabant, Nederland, 5600 MB, Nederland"

+"Rensselaer Polytechnic Institute, USA",42.7298459,-73.6795021620135,"Rensselaer Polytechnic Institute, Sage Avenue, Downtown, City of Troy, Rensselaer County, New York, 12180, USA"

+"Boston College, USA",42.3354481,-71.1681386402306,"Boston College, 140, Commonwealth Avenue, Chestnut Hill, Newton, Middlesex County, Massachusetts, 02467, USA"

+Harvard University,42.36782045,-71.1266665287448,"Harvard University, Soldiers Field Road, Allston, Boston, Suffolk County, Massachusetts, 02163, USA"

+UNIVERSITY OF OULU,65.0592157,25.466326012507,"Oulun yliopisto, Biologintie, Linnanmaa, Oulu, Oulun seutukunta, Pohjois-Pohjanmaa, Pohjois-Suomen aluehallintovirasto, Pohjois-Suomi, Manner-Suomi, 90540, Suomi"

+Carnegie Mellon University,37.4102193,-122.059654865858,"Carnegie Mellon University Silicon Valley, South Akron Road, ARC, Santa Clara County, California, 94035-0016, USA"

+University of Caen,35.0274996,135.781545126193,"京都大学, 今出川通, 吉田泉殿町, 左京区, 京都市, 京都府, 近畿地方, 606-8501, 日本"

+Rensselaer Polytechnic Institute,42.7298459,-73.6795021620135,"Rensselaer Polytechnic Institute, Sage Avenue, Downtown, City of Troy, Rensselaer County, New York, 12180, USA"

+"University of Chinese Academy of Sciences, Beijing, 100049, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"University of California, Irvine, USA",33.6431901,-117.84016493553,"University of California, Irvine, East Peltason Drive, Turtle Rock, Irvine, Orange County, California, 92612, USA"

+University of Wollongong,-34.40505545,150.878346547278,"University of Wollongong, Admin Road, Keiraville, Wollongong, NSW, 2500, Australia"

+University of Manitoba,49.8091536,-97.133041790072,"University of Manitoba, Gillson Street, Normand Park, Saint Vital, Winnipeg, Manitoba, R3T 2N2, Canada"

+"Dalian University of Technology, China",38.88140235,121.522810980755,"大连理工大学, 红凌路, 甘井子区, 凌水镇, 甘井子区 / Ganjingzi, 大连市 / Dalian, 辽宁省, 116023, 中国"

+University of Glasgow,55.87231535,-4.28921783557444,"University of Glasgow, University Avenue, Yorkhill, Hillhead, Glasgow, Glasgow City, Scotland, G, UK"

+"Idiap Research Institute, Switzerland",46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+Boston College,42.3354481,-71.1681386402306,"Boston College, 140, Commonwealth Avenue, Chestnut Hill, Newton, Middlesex County, Massachusetts, 02467, USA"

+"University of Rochester, Rochester, NY, USA",43.1576969,-77.5882915756007,"Memorial Art Gallery, 500, University Avenue, East End, Rochester, Monroe County, New York, 14607, USA"

+Bangalore Institute of Technology,12.9551259,77.5741985,"Bangalore Institute of Technology, Krishna Rajendra Road, Mavalli, Vishveshwara Puram, South Zone, Bengaluru, Bangalore Urban, Karnataka, 560004, India"

+Michigan State University,42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+George Mason University,38.83133325,-77.3079883887912,"George Mason University, Aquia Creek Lane, Country Club View, Blue Oaks, Fairfax County, Virginia, 22030-9998, USA"

+"Stony Brook University, NY 11794, USA",40.9153196,-73.1270626,"Stony Brook University, 100, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+"University of Nottingham, Nottingham, UK",52.9387428,-1.20029569274574,"University of Nottingham, Lenton Abbey, Wollaton, City of Nottingham, East Midlands, England, UK"

+"Nanjing University, Nanjing 210093, China",32.0565957,118.774088328078,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国"

+"Jahangirnagar University, Savar, Dhaka   1342, Bangladesh",23.88277575,90.2671009927283,"Jahangirnagar University, 1342, Dhaka - Aricha Highway, Nobinagar, সাভার উপজেলা, ঢাকা জেলা, ঢাকা বিভাগ, 1342, বাংলাদেশ"

+Yaroslavl State University,57.6252103,39.8845656,"ЯрГУ им. Демидова (Экономический факультет), 3, Комсомольская улица, Кировский район, Ярославль, городской округ Ярославль, Ярославская область, ЦФО, 150000, РФ"

+"City University of Hong Kong, Hong Kong, China",22.34000115,114.169702912423,"香港城市大學 City University of Hong Kong, 達康路 Tat Hong Avenue, 大窩坪 Tai Wo Ping, 深水埗區 Sham Shui Po District, 九龍 Kowloon, HK, KIL 3348, 中国"

+of Cornell University,42.4505507,-76.4783512955428,"Cornell University, Forest Home Drive, Forest Home, Tompkins County, New York, 14853, USA"

+"University of Michigan, Ann Arbor, MI",42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+Oxford Brookes University,51.7555205,-1.2261597,"Oxford Brookes University, Headington Road, Headington, Oxford, Oxon, South East, England, OX3 0BL, UK"

+"Oxford Brookes University, Oxford, United Kingdom",51.7555205,-1.2261597,"Oxford Brookes University, Headington Road, Headington, Oxford, Oxon, South East, England, OX3 0BL, UK"

+University of Newcastle,-33.3578899,151.37834708231,"University of Newcastle Central Coast Campus, Technology Bridge, Ourimbah, Central Coast, NSW, 2258, Australia"

+Sharif University of Technology,35.7036227,51.351250969544,"دانشگاه صنعتی شریف, خیابان آزادی, زنجان, منطقه ۹ شهر تهران, تهران, بخش مرکزی شهرستان تهران, شهرستان تهران, استان تهران, 14588, ‏ایران‎"

+"Tel Aviv University, Israel",32.1119889,34.8045970204252,"אוניברסיטת תל אביב, כיכר מנדל, תל אביב - יפו, אפקה, תל אביב-יפו, מחוז תל אביב, NO, ישראל"

+Reutlingen University,48.48187645,9.18682403998887,"Campus Hohbuch, Campus Hochschule Reutlingen, Reutlingen, Landkreis Reutlingen, Regierungsbezirk Tübingen, Baden-Württemberg, 72762, Deutschland"

+Hanyang University,37.5557271,127.0436642,"한양대, 206, 왕십리로, 사근동, 성동구, 서울특별시, 04763, 대한민국"

+University of Northern British Columbia,53.8925662,-122.814715920529,"UNBC, Campus Ring Road, College Heights, Prince George, Regional District of Fraser-Fort George, British Columbia, V2M 5K7, Canada"

+"Stamford University Bangladesh, Dhaka-1209, Bangladesh",23.7448166,90.4084351355108,"Stamford University Bangladesh, Siddeshwari Road, ফকিরাপুল, Paltan, ঢাকা, ঢাকা বিভাগ, 1217, বাংলাদেশ"

+"National University of Sciences and Technology (NUST), Islamabad, Pakistan",33.644347,72.9885079,"National University of Sciences and Technology (NUST), Kashmir Highway, جی - 10, ICT, وفاقی دارالحکومت اسلام آباد, 44000, ‏پاکستان‎"

+University of Exeter,50.7369302,-3.53647671702167,"University of Exeter, Stocker Road, Exwick, Exeter, Devon, South West England, England, EX4 4QN, UK"

+University of London,51.5217668,-0.130190717056655,"Birkbeck College, Malet Street, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1E 7HX, UK"

+"Istanbul Technical University,  Istanbul, 34469, TURKEY",41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+The Open University,52.02453775,-0.709274809394501,"The Open University, East Lane, Walton, Monkston, Milton Keynes, South East, England, MK7 6AE, UK"

+University of Illinois at Urbana-Champaign,40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+University of Thessaloniki,40.62984145,22.9588934957528,"Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης, Εγνατία, Σαράντα Εκκλησίες, Ευαγγελίστρια, Θεσσαλονίκη, Δήμος Θεσσαλονίκης, Περιφερειακή Ενότητα Θεσσαλονίκης, Περιφέρεια Κεντρικής Μακεδονίας, Μακεδονία - Θράκη, 54124, Ελλάδα"

+"Technical University Munich, Germany",48.14955455,11.5677531417838,"TUM, 21, Arcisstraße, Bezirksteil Königsplatz, Stadtbezirk 03 Maxvorstadt, München, Obb, Bayern, 80333, Deutschland"

+"Carnegie Mellon University, Pittsburgh, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"Information Technology University (ITU), Punjab, Lahore, Pakistan",31.4760299,74.3427526,"Information Technology University (ITU), Ferozepur Road, Sher Shah Block, Garden Town, Al Noor Town, Lahore District, پنجاب, 54600, ‏پاکستان‎"

+The University of Sydney,-33.88890695,151.189433661925,"USyd, Fisher Road, Camperdown, Sydney, NSW, 2006, Australia"

+New Jersey Institute of Technology,40.7423025,-74.1792817237128,"New Jersey Institute of Technology, Warren Street, University Heights, Newark, Essex County, New Jersey, 07103, USA"

+Indiana University,39.86948105,-84.8795690544362,"Indiana University East, West Cart Road, Richmond, Wayne County, Indiana, 47374, USA"

+Dartmouth College,43.7047927,-72.2925909,"Dartmouth College, Tuck Mall, Hanover, Grafton County, New Hampshire, 03755, USA"

+Florida State University,30.44235995,-84.2974786716626,"Florida State University, 600, West College Avenue, Tallahassee, Leon County, Florida, 32306-1058, USA"

+Sun Yat-Sen University,23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+University Of Maryland,39.2899685,-76.6219610316858,"The Grand Garage, 5, North Paca Street, Seton Hill, Baltimore, Maryland, 21201, USA"

+National Institute of Advanced Industrial Science and Technology,36.05238585,140.118523607658,"産業技術総合研究所；西事業所, 学園西大通り, Onogawa housing complex, つくば市, 茨城県, 関東地方, 305-0051, 日本"

+University of Washington,47.6543238,-122.308008943203,"University of Washington, Rainier Vista, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+"COMSATS Institute of Information Technology, Islamabad",33.65010145,73.1551494914791,"COMSATS Institute of Information Technology, Fence, Chak Shehzad, وفاقی دارالحکومت اسلام آباد, 45550, ‏پاکستان‎"

+Nanjing University of Information Science and Technology,32.2068102,118.718472893883,"南京信息工程大学, 龙山北路, 第十六街区, 浦口区, 南京市, 江苏省, 210032, 中国"

+Louisiana State University,30.40550035,-91.1862047410405,"LSU, Gourrier Avenue, Baton Rouge, East Baton Rouge Parish, Louisiana, 70803, USA"

+The University of Tokyo,35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+"University of Groningen, The Netherlands",53.21967825,6.56251482206542,"Academiegebouw, Professorgang, Binnenstad, Groningen, Nederland, 9712EA, Nederland"

+University of Nebraska - Lincoln,40.8174723,-96.7044468,"Sheldon Museum of Art, North 12th Street, West Lincoln, Lincoln, Lancaster County, Nebraska, 68588-0300, USA"

+"University of Central Florida, USA",28.59899755,-81.1971250118395,"University of Central Florida, Libra Drive, University Park, Orange County, Florida, 32816, USA"

+"University of Bristol, Bristol, BS8 1UB, UK",51.4562363,-2.602779,"University of Bristol, Cantock's Close, Kingsdown, Canon's Marsh, Bristol, City of Bristol, South West England, England, BS8, UK"

+Cyprus University of Technology,34.67567405,33.0457764820597,"Mitropoli Building - Cyprus University of Technology, Anexartisias, Limasol - Λεμεσός, Limassol - Λεμεσός, Κύπρος - Kıbrıs, 3036, Κύπρος - Kıbrıs"

+"Stanford University, Stanford, CA, USA",37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+Meiji University,35.6975029,139.761391749285,"明治大学, 錦華坂, 猿楽町1, 猿楽町, 東京, 千代田区, 東京都, 関東地方, 101-0051, 日本"

+Kyushu University,33.59914655,130.223598480987,"伊都ゲストハウス, 桜井太郎丸線, 西区, 福岡市, 福岡県, 九州地方, 819−0395, 日本"

+"University of Plymouth, UK",50.3752501,-4.13927692297343,"Charles Seale-Hayne Library, Portland Square, Barbican, Plymouth, South West England, England, PL4 6AP, UK"

+The American University in Cairo,30.04287695,31.2366413899265,"الجامعة الأمريكية بالقاهرة, شارع القصر العينى, القاهرة القديمة, جاردن سيتي, القاهرة, محافظة القاهرة, 11582, مصر"

+"La Trobe University, Australia",-36.7784754,144.298047,"La Trobe University, Keck Street, Flora Hill, Bendigo, City of Greater Bendigo, Loddon Mallee, Victoria, 3550, Australia"

+Karlsruhe Institute of Technology,49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+Rice University,29.71679145,-95.4047811339379,"Rice University, Stockton Drive, Houston, Harris County, Texas, 77005-1890, USA"

+Rowan University,39.7103526,-75.1193266647699,"Rowan University, Esbjornson Walk, Glassboro, Gloucester County, New Jersey, 08028, USA"

+University of Tokyo,35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+"Beijing University of Posts and Telecommunications, Beijing, P.R. China",39.9601488,116.351939210403,"北京邮电大学, 西土城路, 海淀区, 北京市, 100082, 中国"

+Cornell University,42.4505507,-76.4783512955428,"Cornell University, Forest Home Drive, Forest Home, Tompkins County, New York, 14853, USA"

+"Amirkabir University of Technology, Tehran. Iran",35.704514,51.4097205774739,"دانشگاه صنعتی امیرکبیر, ولی عصر, میدان ولیعصر, منطقه ۶ شهر تهران, تهران, بخش مرکزی شهرستان تهران, شهرستان تهران, استان تهران, نبش برادران مظفر, ‏ایران‎"

+New York University,40.72925325,-73.9962539360963,"NYU, West 4th Street, NoHo Historic District, NoHo, Manhattan, Manhattan Community Board 2, New York County, NYC, New York, 10012, USA"

+"University of South Carolina, USA",33.9928298,-81.0268516781225,"University of South Carolina, Wheat Street, Columbia, Richland County, South Carolina, 29205, USA"

+Florida International University,25.75533775,-80.3762889746807,"FIU, Southwest 14th Street, Sweetwater, University Park, Miami-Dade County, Florida, 33199, USA"

+Islamic University of Gaza - Palestine,31.51368535,34.4401934143135,"The Islamic University of Gaza, Mostafa Hafez Street, South Remal, محافظة غزة, ‏قطاع غزة‎, PO BOX 108, الأراضي الفلسطينية"

+"Queen Mary University of London, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+Kent State University,41.1443525,-81.3398283284572,"Kent State University, Lester A. Lefton Esplanade, Whitehall Terrace, Kent, Portage County, Ohio, 44242-0001, USA"

+"University, Xi an Shaanxi Province, Xi an 710049, China",34.2707834,108.94449949951,"西五路, 新城区, 新城区 (Xincheng), 西安市, 陕西省, 710003, 中国"

+Politehnica  University of Timisoara,45.746189,21.2275507517647,"UPT, Bulevardul Vasile Pârvan, Elisabetin, Timișoara, Timiș, 300223, România"

+Aristotle University of Thessaloniki GR,40.62984145,22.9588934957528,"Αριστοτέλειο Πανεπιστήμιο Θεσσαλονίκης, Εγνατία, Σαράντα Εκκλησίες, Ευαγγελίστρια, Θεσσαλονίκη, Δήμος Θεσσαλονίκης, Περιφερειακή Ενότητα Θεσσαλονίκης, Περιφέρεια Κεντρικής Μακεδονίας, Μακεδονία - Θράκη, 54124, Ελλάδα"

+"Moscow Institute of Physics and Technology, Russia",55.929035,37.5186680829482,"МФТИ, 9, Институтский переулок, Виноградовские Горки, Лихачёво, Долгопрудный, городской округ Долгопрудный, Московская область, ЦФО, 141700, РФ"

+Kobe University,34.7275714,135.237099997686,"神戸大学, 灘三田線, 灘区, 神戸市, 兵庫県, 近畿地方, 657-00027, 日本"

+University of California San Diego,32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+"Michigan State University, East Lansing, MI, USA",42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+Queensland University of Technology(QUT,-27.4770485,153.028373791304,"QUT Gardens Point Main Library, V, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+Otto-von-Guericke University Magdeburg,52.14005065,11.6447124822347,"Otto-von-Guericke-Universität Magdeburg, 2, Universitätsplatz, Krökentorviertel/Breiter Weg NA, Alte Neustadt, Magdeburg, Sachsen-Anhalt, 39106, Deutschland"

+"College Park, MD, 20740, USA",38.980666,-76.9369189,"College Park, Prince George's County, Maryland, USA"

+Czech Technical University,50.0764296,14.418023122743,"České vysoké učení technické v Praze, Resslova, Nové Město, Praha, okres Hlavní město Praha, Hlavní město Praha, Praha, 11121, Česko"

+Middle East Technical University,39.87549675,32.7855350558467,"ODTÜ, 1, 1591.sk(315.sk), Çiğdem Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+"University of Technology, Sydney, Australia",-33.8828784,151.200682779726,"UTS, Thomas Street, Ultimo, Sydney, NSW, 2007, Australia"

+Shanghai Jiao Tong University,31.20081505,121.428406809373,"上海交通大学（徐汇校区）, 淮海西路, 番禺小区, 平阴桥, 徐汇区, 上海市, 200052, 中国"

+"Monash University, Victoria, Australia",-37.9011951,145.130584919767,"Monash University, Business Park Drive, Monash Business Park, Notting Hill, City of Monash, Victoria, 3800, Australia"

+FL,27.7567667,-81.4639835,"Florida, USA"

+Institute of Computer Science III,35.15456615,128.098476040221,"Institute of Computer Science, 8, 내동로, 신율리, 진주시, 경남, 52669, 대한민국"

+"The University of Tokyo, Japan",35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+Cambridge University,50.7944026,-1.0971748,"University, Cambridge Road, Old Portsmouth, Portsmouth, South East, England, PO1 2HB, UK"

+"University POLITEHNICA of Bucharest, Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+University of Southern California,34.0224149,-118.286344073446,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA"

+Institute of,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+University of California Berkeley,37.87631055,-122.238859269443,"UC Berkeley, Centennial Drive, Oakland, Alameda County, California, 94720-1076, USA"

+"Columbia University, New York, NY, USA",40.8419836,-73.9436897071772,"Columbia University Medical Center, 630, West 168th Street, Washington Heights, Manhattan, Manhattan Community Board 12, New York County, NYC, New York, 10031, USA"

+Mahanakorn University of Technology,13.84450465,100.856208183836,"มหาวิทยาลัยเทคโนโลยีมหานคร, 140, ถนนเชื่อมสัมพันธ์, กรุงเทพมหานคร, เขตหนองจอก, กรุงเทพมหานคร, 10530, ประเทศไทย"

+"University of Washington, Seattle, USA",47.6543238,-122.308008943203,"University of Washington, Rainier Vista, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+Ionian University,38.2899482,21.7886469,"Πανεπιστήμιο Πατρών, Λεωφ. Ιπποκράτους, κ. Ρίου (Αγίου Γεωργίου Ρίου), Πάτρα, Δήμος Πατρέων, Περιφερειακή Ενότητα Αχαΐας, Περιφέρεια Δυτικής Ελλάδας, Πελοπόννησος, Δυτική Ελλάδα και Ιόνιο, 26443, Ελλάδα"

+University of Arkansas at Little Rock,34.72236805,-92.3383025526859,"University of Arkansas At Little Rock (UALR), 2801, U A L R Campus Drive, Little Rock, Pulaski County, Arkansas, 72204, USA"

+"College Heights Blvd, Bowling Green, KY",36.9881671,-86.4542111,"College Heights Boulevard, Bowling Green, Warren County, Kentucky, 42101, USA"

+University of Pittsburgh,40.44415295,-79.9624399276271,"University of Pittsburgh, Sutherland Drive, West Oakland, PGH, Allegheny County, Pennsylvania, 15240, USA"

+Katholieke Universiteit Leuven,50.8830686,4.7019503,"Laboratorium voor Bos, natuur en landschap, 102, Vital Decosterstraat, Sint-Maartensdal, Leuven, Vlaams-Brabant, Vlaanderen, 3000, België / Belgique / Belgien"

+"University of Barcelona, Spain",41.3868913,2.16352384576632,"Universitat de Barcelona, Carrer de la Diputació, l'Antiga Esquerra de l'Eixample, Eixample, Barcelona, BCN, CAT, 08013, España"

+"University of Chinese Academy of Sciences, Beijing 100190, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+University of Frankfurt,50.13053055,8.69234223934388,"Frankfurt University of Applied Sciences, Kleiststraße, Nordend West, Frankfurt, Regierungsbezirk Darmstadt, Hessen, 60318, Deutschland"

+Hanoi University of Science and Technology,21.003952,105.843601832826,"HUST, Trần Đại Nghĩa, Hai Bà Trưng, Hà Nội, 10999, Việt Nam"

+"Southwest Jiaotong University, Chengdu, China",30.697847,104.0520811,"西南交通大学 - Xinan Jiaotong University, 二环高架路, 沁园小区, 金牛区, 金牛区 (Jinniu), 成都市 / Chengdu, 四川省, 610084, 中国"

+"University of Chinese Academy of Sciences, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"Wayne State University, Detroit, MI 48202, USA",42.3656423,-83.0711533990367,"Wayne State University, Burroughs Street, New Center, Detroit, Wayne County, Michigan, 48202, USA"

+Institute of Electronics and Computer Science,56.97734805,24.1951425550775,"EDI, 14, Dzērbenes iela, Biķerziedi, Teika, Ozolkalni, Rīga, Vidzeme, LV-1006, Latvija"

+"Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China",32.0373496,118.8140686,"南京航空航天大学, 御道街, 白下区, 新世纪广场, 秦淮区, 南京市, 江苏省, 210016, 中国"

+"King Saud University, Riyadh, Saudi Arabia",24.7246403,46.623350123456,"King Saud University جامعة الملك سعود, road_16, King Saud University District, Al Maather Municipality, الرياض, منطقة الرياض, 12393 4057, السعودية"

+Dr. B. C. Roy Engineering College,23.54409755,87.342697070434,"Dr. B. C. Roy Engineering College, Lenin Sarani, Durgapur, Bānkurā, West Bengal, 713200, India"

+University of Canberra,-35.23656905,149.084469935058,"University of Canberra, University Drive, Bruce, Belconnen, Australian Capital Territory, 2617, Australia"

+"Chung-Ang University, Seoul, Korea",37.50882,126.9619,"중앙대학교, 서달로15길, 흑석동, 동작구, 서울특별시, 06981, 대한민국"

+Beijing Jiaotong University,39.94976005,116.33629045844,"北京交通大学, 银杏大道, 稻香园南社区, 海淀区, 北京市, 100044, 中国"

+"King Abdullah University of Science and Technology 4700, Thuwal, Saudi Arabia",22.31055485,39.1051548637793,"KAUST, Collaboration Avenue, ثول, منطقة مكة المكرمة, 23955, السعودية"

+"The Australian National University  Canberra ACT 2601, Australia",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+"Santa Clara University, Santa Clara, CA. 95053, USA",37.34820285,-121.935635412063,"Cowell Center, Accolti Way, Santa Clara, Santa Clara County, California, 95053, USA"

+Rowland Institute,42.3639862,-71.0778293,"Rowland Research Institute, Land Boulevard, East Cambridge, Cambridge, Middlesex County, Massachusetts, 02142, USA"

+Nottingham Trent University,52.9577322,-1.15617099267709,"Nottingham Trent University, Waverley Terrace, Lace Market, The Park, City of Nottingham, East Midlands, England, NG1 5JD, UK"

+University of Basel,47.5612651,7.5752961,"Faculty of Psychology, University of Basel, 60-62, Missionsstrasse, Grossbasel, Am Ring, Basel, Basel-Stadt, 4055, Schweiz/Suisse/Svizzera/Svizra"

+"Bogazici University, Bebek",41.0868841,29.0441316722649,"Boğaziçi Üniversitesi Kuzey Yerleşkesi, Okulaltı 1. Sokak, Rumelihisarı, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34467, Türkiye"

+King Faisal University,26.397778,50.183056,"University of Dammam, King Faisal Rd, العقربية, الخبر, المنطقة الشرقية, ٣١٩٥٢, السعودية"

+National Institute of Technology Karnataka,13.01119095,74.7949882494716,"National Institute of Technology, Karnataka, NH66, ದಕ್ಷಿಣ ಕನ್ನಡ, Mangaluru taluk, Dakshina Kannada, Karnataka, 575025, India"

+"University of California, San Diego",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+"University of Science and Technology of China, Hefei, 230027, China",31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+Nagoya University,43.53750985,143.60768225282,"SuperDARN (Hokkaido West), 太辛第1支線林道, 陸別町, 足寄郡, 十勝総合振興局, 北海道, 北海道地方, 日本"

+Institute of Information Science,25.0410728,121.614756201755,"資訊科學研究所, 數理大道, 中研里, 南港子, 南港區, 臺北市, 11574, 臺灣"

+University of Iowa,41.6659,-91.573103065,"University of Iowa, Hawkeye Court, Iowa City, Johnson County, Iowa, 52246, USA"

+University of Trento,46.0658836,11.1159894,"University of Trento, Via Giuseppe Verdi, Piedicastello, Trento, Territorio Val d'Adige, TN, TAA, 38122, Italia"

+Middlebury College,44.0090777,-73.1767946,"Middlebury College, Old Chapel Road, Middlebury, Addison County, Vermont, 05753, USA"

+"Indian Institute of Science, India",13.0222347,77.5671832476811,"IISc, Gulmohar Marg, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560012, India"

+"University of Bonn, Germany",50.7338124,7.1022465,"Rheinische Friedrich-Wilhelms-Universität Bonn, Arkadenhof, Bonn-Zentrum, Stadtbezirk Bonn, Bonn, Regierungsbezirk Köln, Nordrhein-Westfalen, 53113, Deutschland"

+"University of Illinois at Urbana-Champaign, IL USA",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+University of Miami,25.7173339,-80.2786688657706,"University of Miami, Theo Dickenson Drive, Coral Gables, Miami-Dade County, Florida, 33124, USA"

+"DIT UNIVERSITY, DEHRADUN",30.3983396,78.0753455,"DIT University, Dehradun-Mussoorie Road, Rājpur, Kincraig, Dehra Dūn, Uttarakhand, 248009, India"

+"Istanbul Technical University, Istanbul, Turkey",41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+"Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany",49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+"Rheinische-Friedrich-Wilhelms University, Bonn, Germany",50.7338124,7.1022465,"Rheinische Friedrich-Wilhelms-Universität Bonn, Arkadenhof, Bonn-Zentrum, Stadtbezirk Bonn, Bonn, Regierungsbezirk Köln, Nordrhein-Westfalen, 53113, Deutschland"

+Nanyang Technological University,1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+College of Electrical and Information Engineering,42.0049791,21.40834315,"Факултет за електротехника и информациски технологии, Орце Николов, Карпош 2, Карпош, Скопје, Општина Карпош, Град Скопје, Скопски Регион, 1000, Македонија"

+Institute of Systems and Robotics,53.8338371,10.7035939,"Institut für Robotik und Kognitive Systeme, 160, Ratzeburger Allee, Strecknitz, Sankt Jürgen, Strecknitz, Lübeck, Schleswig-Holstein, 23562, Deutschland"

+Massachusetts Institute of Technology,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+UNIVERSITY OF TAMPERE,61.49412325,23.7792067776763,"Tampereen yliopisto, 4, Kalevantie, Ratinanranta, Tulli, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33100, Suomi"

+University of California Santa Barbara,34.4145937,-119.84581949869,"UCSB, Santa Barbara County, California, 93106, USA"

+The Institute of Electronics,12.8447999,77.6632389626693,"International Institute of Information Technology Bangalore - IIITB, Infosys Avenue, Konappana Agrahara, Electronics City Phase 1, Vittasandra, Bangalore Urban, Karnataka, 560100, India"

+University of Illinois at Chicago,41.86898915,-87.6485625597018,"University of Illinois at Chicago, West Taylor Street, Greektown, Chicago, Cook County, Illinois, 60607, USA"

+"University of Pittsburgh, Pittsburgh, USA",40.44415295,-79.9624399276271,"University of Pittsburgh, Sutherland Drive, West Oakland, PGH, Allegheny County, Pennsylvania, 15240, USA"

+"Cardiff University, UK",51.4879961,-3.17969747443907,"Cardiff University, Park Place, Castle, Cardiff, Wales, CF, UK"

+Institute of Digital Media,20.28907925,85.84232125,"Institute of Digital Media Technology, Way to Csa Odisha Office, Ward 35, South East Zone, Bhubaneswar Municipal Corporation, Khordha, Odisha, 751022, India"

+University of Siena,22.4133862,114.210058,"大學 University, 澤祥街 Chak Cheung Street, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国"

+University of Kentucky,38.0333742,-84.5017758,"University of Kentucky, Columbia Avenue, Sorority Circle, Lexington, Fayette County, Kentucky, 40508, USA"

+"University of Oxford, United Kingdom",51.7534538,-1.25400997048855,"Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK"

+"University of California, San Diego, La Jolla",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+"Beijing University of Posts and Telecommunications, Beijing, China",39.9601488,116.351939210403,"北京邮电大学, 西土城路, 海淀区, 北京市, 100082, 中国"

+"Bar Ilan University, Israel",32.06932925,34.8433433861531,"אוניברסיטת בר אילן, כביש גהה, גבעת שמואל, קריית מטלון, גבעת שמואל, מחוז תל אביב, NO, ישראל"

+Raipur institute of technology,21.2262243,81.8013664,"Raipur institute of technology, NH53, Raipur, Chhattisgarh, 492101, India"

+"Nagaoka University of Technology, Japan",37.42354445,138.77807276029,"長岡技術科学大学 (Nagaoka University of Technology), 長岡西山線, 長岡市, 新潟県, 中部地方, 日本"

+"University of California, Berkeley",37.8687126,-122.255868148743,"Berkeley Art Museum and Pacific Film Archive, Bancroft Way, Southside, Berkeley, Alameda County, California, 94720-1076, USA"

+"University of Chinese Academy of Sciences, Beijing 101408, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+"Macau University of Science and Technology, Macau",22.15263985,113.568032061523,"Universidade de Ciência e Tecnologia de Macau 澳門科技大學 Macau University of Science and Technology, 偉龍馬路 Avenida Wai Long, 氹仔Taipa, 氹仔舊城區 Vila de Taipa, 嘉模堂區 Nossa Senhora do Carmo, 氹仔 Taipa, 澳門 Macau, 853, 中国"

+University of Abertay,56.46323375,-2.97447511707098,"Abertay University, Bell Street, City Centre, Dundee, Dundee City, Scotland, DD1 1HG, UK"

+"Southwest University, China",29.82366295,106.420500156445,"西南大学, 天生路, 北碚区 (Beibei), 北碚区, 北碚区 (Beibei), 重庆市, 400711, 中国"

+"Cornell University, Ithaca, New York",42.4505507,-76.4783512955428,"Cornell University, Forest Home Drive, Forest Home, Tompkins County, New York, 14853, USA"

+National Taipei University,24.94314825,121.368629787836,"國立臺北大學, 151, 大學路, 龍恩里, 隆恩埔, 三峽區, 新北市, 23741, 臺灣"

+"University of Tennessee, Knoxville",35.9542493,-83.9307395,"University of Tennessee, Melrose Avenue, Fort Sanders, Knoxville, Knox County, Tennessee, 37916, USA"

+"University of California, San Diego, California, USA",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+University of Texas at Austin,30.284151,-97.7319559808022,"University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA"

+University of Tokyo,35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+University of Massachusetts,42.3889785,-72.5286987,"University of Massachusetts, Hicks Way, Amherst, Hampshire, Massachusetts, 01003, USA"

+"Ruhr-University Bochum, Germany",51.44415765,7.26096541306078,"RUB, 150, Universitätsstraße, Ruhr-Universität, Querenburg, Bochum-Süd, Bochum, Regierungsbezirk Arnsberg, Nordrhein-Westfalen, 44801, Deutschland"

+"Warsaw University of Technology, Poland",52.22165395,21.0073577612511,"Politechnika Warszawska, 1, Plac Politechniki, VIII, Śródmieście, Warszawa, mazowieckie, 00-661, RP"

+Columbia University in the City of New York,40.8071772,-73.9625279772072,"Columbia University In The City Of New York, College Walk, Morningside Heights, Manhattan, Manhattan Community Board 9, New York County, NYC, New York, 10027, USA"

+University of Basel,47.5612651,7.5752961,"Faculty of Psychology, University of Basel, 60-62, Missionsstrasse, Grossbasel, Am Ring, Basel, Basel-Stadt, 4055, Schweiz/Suisse/Svizzera/Svizra"

+"University of Peshawar, Pakistan",34.0092004,71.4877494739102,"University of Peshawar, Road 2, JAHANGIR ABAD / جهانگیرآباد, پشاور‎, Peshāwar District, خیبر پختونخوا, 2500, ‏پاکستان‎"

+"Foundation University Rawalpindi Campus, Pakistan",33.5609504,73.0712596618793,"Foundation University Rawalpindi Campus, Main Parking Road, Police Lines, راولپنڈی, Rawalpindi Cantt, پنجاب, 46600, ‏پاکستان‎"

+"University of Oxford, United Kingdom",51.7534538,-1.25400997048855,"Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK"

+University of Massachusetts,42.3889785,-72.5286987,"University of Massachusetts, Hicks Way, Amherst, Hampshire, Massachusetts, 01003, USA"

+University of Edinburgh,55.94951105,-3.19534912525441,"New College, New College Courtyard, The Mound, Old Town, Edinburgh, City of Edinburgh, Scotland, EH1 2LX, UK"

+University of Wisconsin   Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+"Istanbul Technical University,  Istanbul, 34469, TURKEY",41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+Reutlingen University,48.48187645,9.18682403998887,"Campus Hohbuch, Campus Hochschule Reutlingen, Reutlingen, Landkreis Reutlingen, Regierungsbezirk Tübingen, Baden-Württemberg, 72762, Deutschland"

+"Chulalongkorn University, Bangkok",13.74311795,100.532879009091,"จุฬาลงกรณ์มหาวิทยาลัย, 254, ถนนพญาไท, สยาม, แขวงปทุมวัน, เขตปทุมวัน, กรุงเทพมหานคร, 10330, ประเทศไทย"

+The University of Cambridge,52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+"University of Texas at Arlington, Arlington, TX",32.7283683,-97.112018348404,"University of Texas at Arlington, South Nedderman Drive, Arlington, Tarrant County, Texas, 76010, USA"

+"Imperial College London, United Kingdom",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"The City College of New York, New York, NY 10031, USA",40.81819805,-73.9510089793336,"CCNY, 160, Convent Avenue, Manhattanville, Manhattan, Manhattan Community Board 9, New York County, NYC, New York, 10031, USA"

+Vrije Universiteit Brussel,50.8411007,4.32377555279953,"Vrije Universiteit Brussel, 170, Quai de l'Industrie - Nijverheidskaai, Anderlecht, Brussel-Hoofdstad - Bruxelles-Capitale, Région de Bruxelles-Capitale - Brussels Hoofdstedelijk Gewest, 1070, België / Belgique / Belgien"

+"Massachusetts Institute of Technology, Cambridge, MA 02139, USA",42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+Otto von Guericke University,52.14005065,11.6447124822347,"Otto-von-Guericke-Universität Magdeburg, 2, Universitätsplatz, Krökentorviertel/Breiter Weg NA, Alte Neustadt, Magdeburg, Sachsen-Anhalt, 39106, Deutschland"

+University of Wisconsin Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+University of Illinois at,40.1006938,-88.2313043272112,"University of Illinois at Urbana-Champaign, West Pennsylvania Avenue, West Urbana Residential Area, Urbana, Champaign County, Illinois, 61801, USA"

+Bournemouth University,50.74223495,-1.89433738695589,"Bournemouth University, BU footpaths, Poole, South West England, England, BH10 4HX, UK"

+"Karlsruhe Institute of Technology, Germany",49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+"Sharda University, Greater Noida, India",28.4737512,77.4836148,"Sharda University, Yamuna Expressway, Greater Noida, Gautam Buddha Nagar, Uttar Pradesh, 201308, India"

+The University of Electro-Communications,35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+"Nanyang Technological University, Singapore 639798, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+"Queen Mary University of London, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+"Nanjing University of Science and Technology, China",32.031826,118.852142742792,"南京理工大学, 友谊路, 余粮庄, 玄武区, 南京市, 江苏省, 210016, 中国"

+University of Ottawa,45.42580475,-75.6874011819989,"University of Ottawa, 1, Stewart Street, Byward Market, Lowertown, Rideau-Vanier, Ottawa, Ontario, K1N 6N5, Canada"

+Tokyo Institute of Technology,35.5167538,139.483422513406,"東京工業大学, 厚木街道, 緑区, 町田市, 神奈川県, 関東地方, 226-0026, 日本"

+University of Leeds,53.80387185,-1.55245712031677,"University of Leeds, Inner Ring Road, Woodhouse, Leeds, Yorkshire and the Humber, England, LS2 9NS, UK"

+"Khalifa University, Abu Dhabi, United Arab Emirates",24.4469025,54.3942563,"Khalifa University, شارع طَوِي مُوَيلِح, قصر الشاطئ, حدبة الزَّعْفرانة, أبوظبي, أبو ظبي, 31757, الإمارات العربية المتحدة"

+"Northeastern University, Boston, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+University of Oradea,47.0570222,21.922709,"Universitatea Creștină Partium - Clădirea Sulyok, 27, Strada Primăriei, Orașul Nou, Oradea, Bihor, 410209, România"

+"Dartmouth College, NH 03755 USA",43.7070046,-72.2869048,"Dartmouth College, Maynard Street, Hanover, Grafton County, New Hampshire, 03755, USA"

+to Michigan State University,42.7231021,-84.4449848597663,"Red Cedar River, Small Acres Lane, Okemos, Ingham County, Michigan, 48864, USA"

+Plymouth University,50.3755269,-4.13937687442817,"Plymouth University, Portland Square, Barbican, Plymouth, South West England, England, PL4 6AP, UK"

+"National University of Singapore, Singapore",1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+"University of Malaya, 50603 Kuala Lumpur, Malaysia",3.12267405,101.65356103394,"UM, Lingkaran Wawasan, Bukit Pantai, Bangsar, KL, 50603, Malaysia"

+"Hankuk University of Foreign Studies, South Korea",37.5953979,127.0630499,"외대앞, 휘경로, 이문동, 이문2동, 동대문구, 서울특별시, 02407, 대한민국"

+University of Posts and Telecommunications,32.11527165,118.925956600436,"南京邮电大学仙林校区, 9, 文苑路, 仙林大学城, 栖霞区, 南京市, 江苏省, 210023, 中国"

+"National Sun Yat Sen University, 804 Kaohsiung, Taiwan",22.62794005,120.266318480249,"國立中山大學, 70, 蓮海路, 桃源里, 柴山, 鼓山區, 高雄市, 804, 臺灣"

+Rensselaer Polytechnic Institute,42.7298459,-73.6795021620135,"Rensselaer Polytechnic Institute, Sage Avenue, Downtown, City of Troy, Rensselaer County, New York, 12180, USA"

+Bielefeld University,52.0280421,8.51148270115395,"Fachhochschule Bielefeld FB Gestaltung, 3, Lampingstraße, Mitte, Bielefeld, Regierungsbezirk Detmold, Nordrhein-Westfalen, 33615, Deutschland"

+HoHai University,32.05765485,118.755000398628,"河海大学, 河海路, 小市桥, 鼓楼区, 南京市, 江苏省, 210013, 中国"

+University of California Davis,38.5336349,-121.790772639747,"University of California, Davis, Apiary Drive, Yolo County, California, 95616-5270, USA"

+"Queensland University of Technology, Australia",-27.47715625,153.028410039129,"Queensland University of Technology, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+University of Iceland,64.137274,-21.9456145356869,"Háskóli Íslands, Sturlugata, Háskóli, Reykjavík, Reykjavíkurborg, Höfuðborgarsvæðið, 121, Ísland"

+National University of singapore,1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+"University of Denver, Denver, CO",39.6766541,-104.962203,"University of Denver, Driscoll Bridge, Denver, Denver County, Colorado, 80208, USA"

+"Queen Mary University of London, London E1 4NS, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+Korea University,37.5901411,127.0362318,"고려대, 안암로, 제기동, 동대문구, 서울특별시, 02796, 대한민국"

+"Nanjing University, Nanjing 210023, China",32.0565957,118.774088328078,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国"

+University of Science and Technology of China,31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+University of Wisconsin-Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+University of Barcelona,41.3868913,2.16352384576632,"Universitat de Barcelona, Carrer de la Diputació, l'Antiga Esquerra de l'Eixample, Eixample, Barcelona, BCN, CAT, 08013, España"

+University of Texas,32.3163078,-95.2536994379459,"The University of Texas at Tyler, 3900, University Boulevard, Tyler, Smith County, Texas, 75799, USA"

+"University of South Carolina, Columbia, USA",33.9928298,-81.0268516781225,"University of South Carolina, Wheat Street, Columbia, Richland County, South Carolina, 29205, USA"

+Jahangirnagar University,23.883312,90.2693921,"Jahangirnagar University, 1342, University Main Road, সাভার, সাভার উপজেলা, ঢাকা জেলা, ঢাকা বিভাগ, 1342, বাংলাদেশ"

+University of Southern California,34.0224149,-118.286344073446,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA"

+Institute of Computer Science,35.15456615,128.098476040221,"Institute of Computer Science, 8, 내동로, 신율리, 진주시, 경남, 52669, 대한민국"

+"University of Illinois at Urbana Champaign, Urbana",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"Aberystwyth University, UK",52.4107358,-4.05295500914411,"Aberystwyth University, Llanbadarn Campus, Cefn Esgair, Waun Fawr, Comins Coch, Ceredigion, Wales, SY23 3JG, UK"

+"National University of Sciences and Technology (NUST), Islamabad, Pakistan",33.644347,72.9885079,"National University of Sciences and Technology (NUST), Kashmir Highway, جی - 10, ICT, وفاقی دارالحکومت اسلام آباد, 44000, ‏پاکستان‎"

+Sungkyunkwan University,37.3003127,126.972123,"성균관대, 덕영대로, 천천동, 장안구, 수원시, 경기, 16357, 대한민국"

+Santa Fe Institute,35.7002878,-105.908648471331,"Santa Fe Institute, Hyde Park Road, Santa Fe, Santa Fe County, New Mexico, 87501, USA"

+"North Dakota State University, Fargo, ND 58108-6050, USA",46.897155,-96.8182760282419,"North Dakota State University, 15th Avenue North, Fargo, Cass County, North Dakota, 58102, USA"

+University of Nottingham,52.9387428,-1.20029569274574,"University of Nottingham, Lenton Abbey, Wollaton, City of Nottingham, East Midlands, England, UK"

+University of Amsterdam,52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+Cyprus University of Technology,34.67567405,33.0457764820597,"Mitropoli Building - Cyprus University of Technology, Anexartisias, Limasol - Λεμεσός, Limassol - Λεμεσός, Κύπρος - Kıbrıs, 3036, Κύπρος - Kıbrıs"

+Middlesex University London,51.59029705,-0.229632209454029,"Middlesex University, Greyhound Hill, Hendon, The Hyde, London Borough of Barnet, London, Greater London, England, NW4 4JP, UK"

+Northeastern University,42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+Okayama University,34.6893393,133.9222272,"岡山大学, 津高法界院停車場線, 津島東2, 津島東, 北区, 岡山市, 岡山県, 中国地方, 700-0081, 日本"

+Swansea University,51.6091578,-3.97934429228629,"Swansea University, University Footbridge, Sketty, Swansea, Wales, SA2 8PZ, UK"

+"University of Technology, Sydney, Australia",-33.8828784,151.200682779726,"UTS, Thomas Street, Ultimo, Sydney, NSW, 2007, Australia"

+University of Waterloo,43.47061295,-80.5472473165632,"University of Waterloo, 200, University Avenue West, Northdale, Beechwood, Waterloo, Regional Municipality of Waterloo, Ontario, N2L 3G1, Canada"

+Courant Institute,40.7286994,-73.9957151,"NYU Courant Institute of Mathematical Sciences, 251, Mercer Street, Washington Square Village, Greenwich Village, Manhattan, Manhattan Community Board 2, New York County, NYC, New York, 10012, USA"

+DUBLIN CITY UNIVERSITY,53.38522185,-6.25740874081493,"Dublin City University Glasnevin Campus, Lower Car Park, Wad, Whitehall A ED, Dublin 9, Dublin, County Dublin, Leinster, D09 FW22, Ireland"

+"Tsinghua University, Beijing 100084, P.R.China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"University of Michigan, Ann Arbor, MI",42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+"Dalian University of Technology, China",38.88140235,121.522810980755,"大连理工大学, 红凌路, 甘井子区, 凌水镇, 甘井子区 / Ganjingzi, 大连市 / Dalian, 辽宁省, 116023, 中国"

+Ural Federal University (UrFU,56.8435083,60.6454805,"УрФУ, улица Гагарина, Эврика, Втузгородок, Кировский район, Екатеринбург, городской округ Екатеринбург, Свердловская область, Уральский федеральный округ, 620062, РФ"

+"Science, University of Amsterdam",52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+UNIVERSITY OF TAMPERE,61.49412325,23.7792067776763,"Tampereen yliopisto, 4, Kalevantie, Ratinanranta, Tulli, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33100, Suomi"

+National University of Singapore,1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+University of Washington,47.6543238,-122.308008943203,"University of Washington, Rainier Vista, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+"Brown University, Providence, RI",41.8268682,-71.4012314581107,"Brown University, Waterman Street, College Hill, Providence, Bristol, Rhode Island, 02912, USA"

+"Nanyang Technological University, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+"Chu Hai College of Higher Education, Hong Kong",22.3760643,113.987153890134,"珠海學院 Chu Hai College of Higher Education, 80, 青盈路 Tsing Ying Road, 嘉和里 Ka Wo Lei, 小秀村 Siu Sau Tsuen, 屯門區 Tuen Mun District, 新界 New Territories, HK, DD132 586, 中国"

+Punjabi University Patiala,30.3568981,76.4551272,"Punjabi University Patiala, Rajpura Road, Patiala, Punjab, 147001, India"

+University of Oxford,51.7534538,-1.25400997048855,"Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK"

+Shiraz University,29.6385474,52.5245706,"دانشگاه شیراز, میدان ارم, محدوده شهرداری منطقه یک - شهرداری شیراز, شیراز, بخش مرکزی شهرستان شیراز, شهرستان شیراز, استان فارس, 71348-34689, ‏ایران‎"

+"Sun Yat-Sen University, Guangzhou, P.R. China",23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+FL,27.7567667,-81.4639835,"Florida, USA"

+"Princeton University, Princeton, New Jersey, USA",40.34829285,-74.66308325,"Lot 9, University Place, Princeton Township, Mercer County, New Jersey, 08540, USA"

+Indiana University,39.86948105,-84.8795690544362,"Indiana University East, West Cart Road, Richmond, Wayne County, Indiana, 47374, USA"

+Amherst College,42.37289,-72.518814,"Amherst College, Boltwood Avenue, Amherst, Hampshire, Massachusetts, 01004, USA"

+"University Politehnica of Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+"Beijing Normal University, China",39.96014155,116.359704380265,"北京师范大学, 19, 新街口外大街, 西城区, 100875, 中国"

+"Newcastle University, Newcastle upon Tyne",54.98023235,-1.61452627035949,"Newcastle University, Claremont Walk, Haymarket, Newcastle upon Tyne, Tyne and Wear, North East England, England, NE1 7RU, UK"

+"University of Washington, Seattle, WA 98195, United States",47.6547795,-122.305818,"University of Washington, Yakima Lane, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+"Bar Ilan University, Israel",32.06932925,34.8433433861531,"אוניברסיטת בר אילן, כביש גהה, גבעת שמואל, קריית מטלון, גבעת שמואל, מחוז תל אביב, NO, ישראל"

+Hacettepe University,39.86742125,32.7351907206768,"Hacettepe Üniversitesi Beytepe Kampüsü, Hacettepe-Beytepe Kampüs Yolu, Üniversiteler Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+"Carnegie Mellon University, Pittsburgh, PA, 15213, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+COMSATS Institute of Information Technology,31.4006332,74.2137296,"COMSATS Institute of Information Technology, Ali Akbar Road, Dawood Residency, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54700, ‏پاکستان‎"

+University (ITU,55.65965525,12.5910768893446,"IT-Universitetet i København, Emil Holms Kanal, Christianshavn, København, Københavns Kommune, Region Hovedstaden, 1424, Danmark"

+Oregon State University,45.5198289,-122.677979643331,"OSU Beaver Store, 538, Southwest 6th Avenue, Portland Downtown, Portland, Multnomah County, Oregon, 97204, USA"

+"University of Vienna, Austria",48.2131302,16.3606865338016,"Uni Wien, 1, Universitätsring, Schottenviertel, KG Innere Stadt, Innere Stadt, Wien, 1010, Österreich"

+OF STANFORD UNIVERSITY,37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+Bas kent University,52.08340265,5.14828494152362,"University College Utrecht 'Babel', 7, Campusplein, Utrecht, Nederland, 3584 ED, Nederland"

+The University of Tokyo,35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+"King Saud University, Riyadh",24.7246403,46.623350123456,"King Saud University جامعة الملك سعود, road_16, King Saud University District, Al Maather Municipality, الرياض, منطقة الرياض, 12393 4057, السعودية"

+University of Cambridge,52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+University of Oulu,65.0592157,25.466326012507,"Oulun yliopisto, Biologintie, Linnanmaa, Oulu, Oulun seutukunta, Pohjois-Pohjanmaa, Pohjois-Suomen aluehallintovirasto, Pohjois-Suomi, Manner-Suomi, 90540, Suomi"

+University of California Santa Barbara,34.4145937,-119.84581949869,"UCSB, Santa Barbara County, California, 93106, USA"

+Czech Technical University,50.0764296,14.418023122743,"České vysoké učení technické v Praze, Resslova, Nové Město, Praha, okres Hlavní město Praha, Hlavní město Praha, Praha, 11121, Česko"

+"Ulm University, Germany",48.38044335,10.0101011516362,"HNU, John-F.-Kennedy-Straße, Vorfeld, Wiley, Neu-Ulm, Landkreis Neu-Ulm, Schwaben, Bayern, 89231, Deutschland"

+"Australian National University, Canberra",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+University of North Carolina Wilmington,34.2375581,-77.9270129,"Kenan House, 1705, Market Street, Wilmington, New Hanover County, North Carolina, 28403, USA"

+"The Ohio State University, OH",40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+"University of Central Florida, Orlando",28.42903955,-81.4421617727936,"Rosen College of Hospitality Management, 9907, Universal Boulevard, Orange County, Florida, 32819, USA"

+Institute,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+Chubu University,35.2742655,137.013278412463,"中部大学, 国道19号, 春日井市, 愛知県, 中部地方, 487-8501, 日本"

+"Columbia University, New York NY 10027, USA",40.81779415,-73.9578531933627,"Columbia University, West 131st Street, Manhattanville Houses, Manhattanville, Manhattan, Manhattan Community Board 9, New York County, NYC, New York, 10027, USA"

+University of Memphis,35.1189387,-89.9372195996589,"The University of Memphis, Desoto Avenue, Memphis, Shelby County, Tennessee, 38152, USA"

+Imperial College London,51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+Sun Yat-sen University,23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+"University of Texas, Austin, TX 78712-1188, USA",30.284458,-97.7342106,"University of Texas at Austin, 2152, San Jacinto Boulevard, Medical District, Austin, Travis County, Texas, 78712, USA"

+Institute of,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+"Qatar University, Qatar",25.37461295,51.4898035392337,"Qatar University, Roindabout 3, Al Tarfa (68), أم صلال, 24685, ‏قطر‎"

+"UNIVERSITY OF CALIFORNIA, BERKELEY",37.8687126,-122.255868148743,"Berkeley Art Museum and Pacific Film Archive, Bancroft Way, Southside, Berkeley, Alameda County, California, 94720-1076, USA"

+University of North Carolina at Charlotte,35.3103441,-80.732616166699,"Lot 20, Poplar Terrace Drive, Charlotte, Mecklenburg County, North Carolina, 28223, USA"

+Rutgers University,40.47913175,-74.431688684404,"Rutgers Cook Campus - North, Biel Road, New Brunswick, Middlesex County, New Jersey, 08901, USA"

+AI Institute,-34.6102167,-58.3752244291708,"INDEC, 609, Avenida Presidente Julio A. Roca, Microcentro, Comuna 1, Monserrat, CABA, C1067ABB, Argentina"

+"West Virginia University, Morgantown, WV 26506, USA",39.65404635,-79.96475355,"88, Windsor Avenue, The Flatts, Morgantown, Monongalia County, West Virginia, 26505, USA"

+"Tampere University of Technology, Tampere, Finland",61.44964205,23.8587746189096,"TTY, 10, Korkeakoulunkatu, Finninmäki, Hervanta, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33720, Suomi"

+"Graz University of Technology, Austria",47.05821,15.460195677136,"TU Graz, Inffeldgasse, Harmsdorf, Jakomini, Graz, Steiermark, 8010, Österreich"

+"University of Exeter, UK",50.7369302,-3.53647671702167,"University of Exeter, Stocker Road, Exwick, Exeter, Devon, South West England, England, EX4 4QN, UK"

+Nanjing University of Science and Technology,32.031826,118.852142742792,"南京理工大学, 友谊路, 余粮庄, 玄武区, 南京市, 江苏省, 210016, 中国"

+Institute of Automation,54.1720834,12.0790983,"Institut für Automatisierungstechnik, 31, Richard-Wagner-Straße, Warnemünde, Ortsbeirat 1 : Diedrichshagen,Seebad Warnemünde, Rostock, Mecklenburg-Vorpommern, 18119, Deutschland"

+University of Kentucky,38.0333742,-84.5017758,"University of Kentucky, Columbia Avenue, Sorority Circle, Lexington, Fayette County, Kentucky, 40508, USA"

+"RMIT University, Australia",-37.8087465,144.9638875,"RMIT University, 124, La Trobe Street, Melbourne City, City of Melbourne, Victoria, 3000, Australia"

+"Harbin Institute of Technology, Harbin 150001, China",45.7413921,126.625527550394,"哈尔滨工业大学, 司令街, 南岗区, 哈尔滨市 / Harbin, 黑龙江省, 150000, 中国"

+"Chung-Ang University, Seoul, Korea",37.50882,126.9619,"중앙대학교, 서달로15길, 흑석동, 동작구, 서울특별시, 06981, 대한민국"

+Nanyang Technological University,1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+The Ohio State University,40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+Katholieke Universiteit Leuven,50.8830686,4.7019503,"Laboratorium voor Bos, natuur en landschap, 102, Vital Decosterstraat, Sint-Maartensdal, Leuven, Vlaams-Brabant, Vlaanderen, 3000, België / Belgique / Belgien"

+"Y. Li, University of Maryland",39.2864694,-76.6263409932124,"Penn Street Garage, 120, Penn Street, Ridgleys Delight, Baltimore, Maryland, 21201, USA"

+"University POLITEHNICA Timisoara, Timisoara, 300223, Romania",45.746189,21.2275507517647,"UPT, Bulevardul Vasile Pârvan, Elisabetin, Timișoara, Timiș, 300223, România"

+"University of Lincoln, U.K",53.22853665,-0.548734723802121,"University of Lincoln, Brayford Way, Whitton Park, New Boultham, Lincoln, Lincolnshire, East Midlands, England, LN6 7TS, UK"

+"University POLITEHNICA of Bucharest, Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+"Chonbuk National University, Jeonju-si",35.84658875,127.135013303058,"전북대학교, 567, 백제대로, 금암동, 덕진구, 전주시, 전북, 54896, 대한민국"

+"University of Technology, Baghdad, Iraq",33.3120263,44.4471829434368,"الجامعة التكنلوجية, A86;N11;D383, محلة 103, Al Saadoom Park, Rusafa, بغداد, Al Resafa, محافظة بغداد, 3241, العراق"

+Monash University,-37.78397455,144.958674326093,"Monash University, Mile Lane, Parkville, City of Melbourne, Victoria, 3000, Australia"

+"Michigan State University, East Lansing MI",42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+The Open University,52.02453775,-0.709274809394501,"The Open University, East Lane, Walton, Monkston, Milton Keynes, South East, England, MK7 6AE, UK"

+"University of Notre Dame. Notre Dame, IN 46556.USA",41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+MASSACHUSETTS INSTITUTE OF TECHNOLOGY (MIT,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+to Michigan State University,42.7231021,-84.4449848597663,"Red Cedar River, Small Acres Lane, Okemos, Ingham County, Michigan, 48864, USA"

+National Taipei University,24.94314825,121.368629787836,"國立臺北大學, 151, 大學路, 龍恩里, 隆恩埔, 三峽區, 新北市, 23741, 臺灣"

+Guangdong Medical College,23.1294489,113.343761097683,"医学院, 真如路, 凤凰新村, 天河区, 广州市, 广东省, 510635, 中国"

+"University of Barcelona, Spain",41.3868913,2.16352384576632,"Universitat de Barcelona, Carrer de la Diputació, l'Antiga Esquerra de l'Eixample, Eixample, Barcelona, BCN, CAT, 08013, España"

+"Harbin Institute of Technology, Harbin 150001, China",45.7413921,126.625527550394,"哈尔滨工业大学, 司令街, 南岗区, 哈尔滨市 / Harbin, 黑龙江省, 150000, 中国"

+"Dartmouth College, NH 03755 USA",43.7070046,-72.2869048,"Dartmouth College, Maynard Street, Hanover, Grafton County, New Hampshire, 03755, USA"

+"Manonmaniam Sundaranar University, India",8.76554685,77.65100444813,"Manonmaniam Sundaranar University, Tenkasi-Tirunelveli, Gandhi Nagar, Tirunelveli, Tirunelveli Kattabo, Tamil Nadu, 627808, India"

+Queensland University of Technology(QUT,-27.4770485,153.028373791304,"QUT Gardens Point Main Library, V, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+Institute of,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+"Technical University Munich, Germany",48.14955455,11.5677531417838,"TUM, 21, Arcisstraße, Bezirksteil Königsplatz, Stadtbezirk 03 Maxvorstadt, München, Obb, Bayern, 80333, Deutschland"

+"University of Illinois at Urbana Champaign, Urbana, IL 61801, USA",40.1066501,-88.2240260725426,"University of Illinois at Urbana-Champaign, South Goodwin Avenue, Urbana, Champaign County, Illinois, 61801, USA"

+Nanjing University of Information Science and Technology,32.2068102,118.718472893883,"南京信息工程大学, 龙山北路, 第十六街区, 浦口区, 南京市, 江苏省, 210032, 中国"

+Rutgers University,40.47913175,-74.431688684404,"Rutgers Cook Campus - North, Biel Road, New Brunswick, Middlesex County, New Jersey, 08901, USA"

+Sun Yat-sen University,23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+"Y. Li, University of Maryland",39.2864694,-76.6263409932124,"Penn Street Garage, 120, Penn Street, Ridgleys Delight, Baltimore, Maryland, 21201, USA"

+Korea University,37.5901411,127.0362318,"고려대, 안암로, 제기동, 동대문구, 서울특별시, 02796, 대한민국"

+University of Illinois at,40.1006938,-88.2313043272112,"University of Illinois at Urbana-Champaign, West Pennsylvania Avenue, West Urbana Residential Area, Urbana, Champaign County, Illinois, 61801, USA"

+"Tsinghua University, 100084 Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"University Politehnica of Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+"National Sun Yat Sen University, 804 Kaohsiung, Taiwan",22.62794005,120.266318480249,"國立中山大學, 70, 蓮海路, 桃源里, 柴山, 鼓山區, 高雄市, 804, 臺灣"

+"Stamford University Bangladesh, Dhaka-1209, Bangladesh",23.7448166,90.4084351355108,"Stamford University Bangladesh, Siddeshwari Road, ফকিরাপুল, Paltan, ঢাকা, ঢাকা বিভাগ, 1217, বাংলাদেশ"

+"Kurukshetra University, Kurukshetra",29.95826275,76.8156304467532,"Kurukshetra University, SH6, Kurukshetra, Haryana, 132118, India"

+Punjabi University Patiala,30.3568981,76.4551272,"Punjabi University Patiala, Rajpura Road, Patiala, Punjab, 147001, India"

+Swansea University,51.6091578,-3.97934429228629,"Swansea University, University Footbridge, Sketty, Swansea, Wales, SA2 8PZ, UK"

+University of Southern California,34.0224149,-118.286344073446,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA"

+University of California Davis,38.5336349,-121.790772639747,"University of California, Davis, Apiary Drive, Yolo County, California, 95616-5270, USA"

+"Michigan State University, East Lansing MI",42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+"Zhejiang Normal University, Jinhua, China",29.13646725,119.637686517179,"浙江师范大学, 688, 迎宾大道, 柳湖花园, 金华市, 婺城区 (Wucheng), 金华市 / Jinhua, 浙江省, 321004, 中国"

+East China Normal University,31.2284923,121.402113889769,"华东师范大学, 3663, 中山北路, 曹家渡, 普陀区, 普陀区 (Putuo), 上海市, 200062, 中国"

+to Michigan State University,42.7231021,-84.4449848597663,"Red Cedar River, Small Acres Lane, Okemos, Ingham County, Michigan, 48864, USA"

+Massachusetts Institute,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+Brown University,41.8268682,-71.4012314581107,"Brown University, Waterman Street, College Hill, Providence, Bristol, Rhode Island, 02912, USA"

+Islamic Azad University,34.8452999,48.5596212013643,"دانشگاه آزاد اسلامی, همدان, بخش مرکزی شهرستان همدان, شهرستان همدان, استان همدان, ‏ایران‎"

+"University of St Andrews, United Kingdom",56.3411984,-2.7930938,"University of St Andrews, North Street, Albany Park Student accommodation, Carngour, St Andrews, Fife, Scotland, KY16 9AJ, UK"

+Czech Technical University,50.0764296,14.418023122743,"České vysoké učení technické v Praze, Resslova, Nové Město, Praha, okres Hlavní město Praha, Hlavní město Praha, Praha, 11121, Česko"

+Japan,36.5748441,139.2394179,日本

+Amherst College,42.37289,-72.518814,"Amherst College, Boltwood Avenue, Amherst, Hampshire, Massachusetts, 01004, USA"

+"Technological University, Davanagere, Karnataka, India",14.4525199,75.9179512,"UBDT College of Engineering, College Private Road, K.T. Jambanna Nagara, Davanagere, Davanagere taluku, Davanagere district, Karnataka, 577000, India"

+"University of Central Florida, Orlando",28.42903955,-81.4421617727936,"Rosen College of Hospitality Management, 9907, Universal Boulevard, Orange County, Florida, 32819, USA"

+"University of Notre Dame. Notre Dame, IN 46556.USA",41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+"National University of Singapore, Singapore",1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+University of Cambridge,52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+MASSACHUSETTS INSTITUTE OF TECHNOLOGY,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+Middlesex University London,51.59029705,-0.229632209454029,"Middlesex University, Greyhound Hill, Hendon, The Hyde, London Borough of Barnet, London, Greater London, England, NW4 4JP, UK"

+"West Virginia University, Morgantown, WV 26506, USA",39.65404635,-79.96475355,"88, Windsor Avenue, The Flatts, Morgantown, Monongalia County, West Virginia, 26505, USA"

+"Southwest University, Chongqing 400715, China",29.82366295,106.420500156445,"西南大学, 天生路, 北碚区 (Beibei), 北碚区, 北碚区 (Beibei), 重庆市, 400711, 中国"

+Istanbul Technical University,41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+Institute of,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+"Khalifa University, Abu Dhabi, United Arab Emirates",24.4469025,54.3942563,"Khalifa University, شارع طَوِي مُوَيلِح, قصر الشاطئ, حدبة الزَّعْفرانة, أبوظبي, أبو ظبي, 31757, الإمارات العربية المتحدة"

+"Tsinghua University, 100084 Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Nanyang Technological University, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+"Tsinghua University, Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+The University of Tokyo,35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+Nanjing University of Information Science and Technology,32.2068102,118.718472893883,"南京信息工程大学, 龙山北路, 第十六街区, 浦口区, 南京市, 江苏省, 210032, 中国"

+any other University,53.8012316,-1.5476213,"Northern Film School, Millennium Square, Steander, Woodhouse, Leeds, Yorkshire and the Humber, England, LS1 3DW, UK"

+"University Politehnica of Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+"University of Groningen, The Netherlands",53.21967825,6.56251482206542,"Academiegebouw, Professorgang, Binnenstad, Groningen, Nederland, 9712EA, Nederland"

+"Nanyang Technological University, Singapore 639798, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+"Carnegie Mellon University, Pittsburgh, PA, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+University of North Carolina at Chapel Hill,35.9113971,-79.0504529,"University of North Carolina at Chapel Hill, East Cameron Avenue, Chapel Hill, Orange County, North Carolina, 27514, USA"

+"National Sun Yat Sen University, 804 Kaohsiung, Taiwan",22.62794005,120.266318480249,"國立中山大學, 70, 蓮海路, 桃源里, 柴山, 鼓山區, 高雄市, 804, 臺灣"

+"DIT UNIVERSITY, DEHRADUN",30.3983396,78.0753455,"DIT University, Dehradun-Mussoorie Road, Rājpur, Kincraig, Dehra Dūn, Uttarakhand, 248009, India"

+"Ulm University, Germany",48.38044335,10.0101011516362,"HNU, John-F.-Kennedy-Straße, Vorfeld, Wiley, Neu-Ulm, Landkreis Neu-Ulm, Schwaben, Bayern, 89231, Deutschland"

+"Beijing Normal University, China",39.96014155,116.359704380265,"北京师范大学, 19, 新街口外大街, 西城区, 100875, 中国"

+University (ITU,55.65965525,12.5910768893446,"IT-Universitetet i København, Emil Holms Kanal, Christianshavn, København, Københavns Kommune, Region Hovedstaden, 1424, Danmark"

+"Indian Institute of Science, India",13.0222347,77.5671832476811,"IISc, Gulmohar Marg, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560012, India"

+Otto von Guericke University,52.14005065,11.6447124822347,"Otto-von-Guericke-Universität Magdeburg, 2, Universitätsplatz, Krökentorviertel/Breiter Weg NA, Alte Neustadt, Magdeburg, Sachsen-Anhalt, 39106, Deutschland"

+"Tsinghua University, Beijing 100084, P.R.China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+Carnegie Mellon University,37.4102193,-122.059654865858,"Carnegie Mellon University Silicon Valley, South Akron Road, ARC, Santa Clara County, California, 94035-0016, USA"

+"Newcastle University, Newcastle upon Tyne",54.98023235,-1.61452627035949,"Newcastle University, Claremont Walk, Haymarket, Newcastle upon Tyne, Tyne and Wear, North East England, England, NE1 7RU, UK"

+"National University of Kaohsiung, 811 Kaohsiung, Taiwan",22.73424255,120.283497550993,"國立高雄大學, 中央廣場, 藍田, 藍田里, 楠梓區, 高雄市, 811, 臺灣"

+"UNIVERSITY OF CALIFORNIA, BERKELEY",37.8687126,-122.255868148743,"Berkeley Art Museum and Pacific Film Archive, Bancroft Way, Southside, Berkeley, Alameda County, California, 94720-1076, USA"

+MASSACHUSETTS INSTITUTE OF TECHNOLOGY (MIT,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+"University of Peshawar, Peshawar, Pakistan",34.0092004,71.4877494739102,"University of Peshawar, Road 2, JAHANGIR ABAD / جهانگیرآباد, پشاور‎, Peshāwar District, خیبر پختونخوا, 2500, ‏پاکستان‎"

+"Bar Ilan University, Israel",32.06932925,34.8433433861531,"אוניברסיטת בר אילן, כביש גהה, גבעת שמואל, קריית מטלון, גבעת שמואל, מחוז תל אביב, NO, ישראל"

+Rice University,29.71679145,-95.4047811339379,"Rice University, Stockton Drive, Houston, Harris County, Texas, 77005-1890, USA"

+"Northeastern University, Boston, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+IMPERIAL COLLEGE,39.9458551,116.406973072869,"国子监, 五道营胡同, Naga上院, 北京市, 东城区, 北京市, 100010, 中国"

+"University of Denver, Denver, CO",39.6766541,-104.962203,"University of Denver, Driscoll Bridge, Denver, Denver County, Colorado, 80208, USA"

+"Chung-Ang University, Seoul, Korea",37.50882,126.9619,"중앙대학교, 서달로15길, 흑석동, 동작구, 서울특별시, 06981, 대한민국"

+Institute,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+"Virginia Polytechnic Institute and State University, Blacksburg, Virginia",37.21872455,-80.4254251869494,"Virginia Polytechnic Institute and State University, Duck Pond Drive, Blacksburg, Montgomery County, Virginia, 24061-9517, USA"

+"Chonbuk National University, Jeonju-si",35.84658875,127.135013303058,"전북대학교, 567, 백제대로, 금암동, 덕진구, 전주시, 전북, 54896, 대한민국"

+"California Institute of Technology, USA",34.13710185,-118.125274866116,"California Institute of Technology, San Pasqual Walk, Madison Heights, Pasadena, Los Angeles County, California, 91126, USA"

+Nanjing University of Science and Technology,32.031826,118.852142742792,"南京理工大学, 友谊路, 余粮庄, 玄武区, 南京市, 江苏省, 210016, 中国"

+"Carnegie Mellon University, Pittsburgh, PA, 15213, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+National Institute of Technology Karnataka,13.01119095,74.7949882494716,"National Institute of Technology, Karnataka, NH66, ದಕ್ಷಿಣ ಕನ್ನಡ, Mangaluru taluk, Dakshina Kannada, Karnataka, 575025, India"

+"University of Michigan, Ann Arbor, MI",42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+Oregon State University,45.5198289,-122.677979643331,"OSU Beaver Store, 538, Southwest 6th Avenue, Portland Downtown, Portland, Multnomah County, Oregon, 97204, USA"

+"Bournemouth University, UK",50.74223495,-1.89433738695589,"Bournemouth University, BU footpaths, Poole, South West England, England, BH10 4HX, UK"

+Sungkyunkwan University,37.3003127,126.972123,"성균관대, 덕영대로, 천천동, 장안구, 수원시, 경기, 16357, 대한민국"

+Semarang State University,-7.00349485,110.417749486905,"Mandiri University, Jalan Tambora, RW 10, Tegalsari, Candisari, Semarang, Jawa Tengah, 50252, Indonesia"

+Nanyang Technological University,1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+"Imperial College London, London, UK",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+Cambridge Research Laboratory,52.17333465,0.149899463173698,"Strangeways Research Laboratory, Babraham Road, Romsey, Cambridge, Cambridgeshire, East of England, England, CB1 8RN, UK"

+The Open University,52.02453775,-0.709274809394501,"The Open University, East Lane, Walton, Monkston, Milton Keynes, South East, England, MK7 6AE, UK"

+University of Oradea,47.0570222,21.922709,"Universitatea Creștină Partium - Clădirea Sulyok, 27, Strada Primăriei, Orașul Nou, Oradea, Bihor, 410209, România"

+Sun Yat-sen University,23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+University of Iceland,64.137274,-21.9456145356869,"Háskóli Íslands, Sturlugata, Háskóli, Reykjavík, Reykjavíkurborg, Höfuðborgarsvæðið, 121, Ísland"

+Beijing Jiaotong University,39.94976005,116.33629045844,"北京交通大学, 银杏大道, 稻香园南社区, 海淀区, 北京市, 100044, 中国"

+"King Saud University, Riyadh",24.7246403,46.623350123456,"King Saud University جامعة الملك سعود, road_16, King Saud University District, Al Maather Municipality, الرياض, منطقة الرياض, 12393 4057, السعودية"

+"University POLITEHNICA of Bucharest, Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+Banaras Hindu University,25.2662887,82.9927969,"काशी हिन्दू विश्वविद्यालय, Semi Circle Road 2, ワーラーナシー, Jodhpur Colony, Vārānasi, Varanasi, Uttar Pradesh, 221005, India"

+"Istanbul Technical University,  Istanbul, 34469, TURKEY",41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+National Institute of Advanced Industrial Science and Technology,36.05238585,140.118523607658,"産業技術総合研究所；西事業所, 学園西大通り, Onogawa housing complex, つくば市, 茨城県, 関東地方, 305-0051, 日本"

+University of Leeds,53.80387185,-1.55245712031677,"University of Leeds, Inner Ring Road, Woodhouse, Leeds, Yorkshire and the Humber, England, LS2 9NS, UK"

+"The University of Electro-Communications, JAPAN",35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+"University of California, San Diego, La Jolla",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+"Nanjing University of Science and Technology, China",32.031826,118.852142742792,"南京理工大学, 友谊路, 余粮庄, 玄武区, 南京市, 江苏省, 210016, 中国"

+Guangdong Medical College,23.1294489,113.343761097683,"医学院, 真如路, 凤凰新村, 天河区, 广州市, 广东省, 510635, 中国"

+"Imperial College, London, UK",51.5004171,-0.1782711,"Sung Chuan Kung Fu, Imperial College, Prince Consort Road, City of Westminster, London, Greater London, England, SW7 2QU, UK"

+"Massachusetts Institute of Technology, Cambridge, MA 02139, USA",42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+"Sharda University, Greater Noida, India",28.4737512,77.4836148,"Sharda University, Yamuna Expressway, Greater Noida, Gautam Buddha Nagar, Uttar Pradesh, 201308, India"

+"Shanghai Jiao Tong University, Shanghai 200240, China",31.02775885,121.432219256081,"上海交通大学（闵行校区）, 宣怀大道, 紫竹科技园区, 英武, 闵行区, 上海市, 200240, 中国"

+Czech Technical University,50.0764296,14.418023122743,"České vysoké učení technické v Praze, Resslova, Nové Město, Praha, okres Hlavní město Praha, Hlavní město Praha, Praha, 11121, Česko"

+"Oxford University, UK",51.7488051,-1.23874457456279,"James Mellon Hall, Rectory Road, New Marston, Oxford, Oxon, South East, England, OX4 1BU, UK"

+Otto von Guericke University,52.14005065,11.6447124822347,"Otto-von-Guericke-Universität Magdeburg, 2, Universitätsplatz, Krökentorviertel/Breiter Weg NA, Alte Neustadt, Magdeburg, Sachsen-Anhalt, 39106, Deutschland"

+University of Wisconsin-Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+"Sun Yat-Sen University, Guangzhou, P.R. China",23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+"University of St Andrews, United Kingdom",56.3411984,-2.7930938,"University of St Andrews, North Street, Albany Park Student accommodation, Carngour, St Andrews, Fife, Scotland, KY16 9AJ, UK"

+"University POLITEHNICA Timisoara, Timisoara, 300223, Romania",45.746189,21.2275507517647,"UPT, Bulevardul Vasile Pârvan, Elisabetin, Timișoara, Timiș, 300223, România"

+Gdansk University of Technology,54.37086525,18.6171601574695,"PG, Romualda Traugutta, Królewska Dolina, Wrzeszcz Górny, Gdańsk, pomorskie, 80-233, RP"

+"Nanyang Technological University, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+Chubu University,35.2742655,137.013278412463,"中部大学, 国道19号, 春日井市, 愛知県, 中部地方, 487-8501, 日本"

+"Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany",49.10184375,8.43312559623876,"KIT, Leopoldshafener Allee, Linkenheim, Linkenheim-Hochstetten, Landkreis Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76351, Deutschland"

+OF PRINCETON UNIVERSITY,40.34829285,-74.66308325,"Lot 9, University Place, Princeton Township, Mercer County, New Jersey, 08540, USA"

+"Beijing Normal University, China",39.96014155,116.359704380265,"北京师范大学, 19, 新街口外大街, 西城区, 100875, 中国"

+"University of Texas, Austin, TX 78712-1188, USA",30.284458,-97.7342106,"University of Texas at Austin, 2152, San Jacinto Boulevard, Medical District, Austin, Travis County, Texas, 78712, USA"

+"University of Technology, Sydney, Australia",-33.8828784,151.200682779726,"UTS, Thomas Street, Ultimo, Sydney, NSW, 2007, Australia"

+"Ulm University, Germany",48.38044335,10.0101011516362,"HNU, John-F.-Kennedy-Straße, Vorfeld, Wiley, Neu-Ulm, Landkreis Neu-Ulm, Schwaben, Bayern, 89231, Deutschland"

+University of Michigan,42.2942142,-83.710038935096,"University of Michigan, 500, Hayward Street, Ann Arbor, Washtenaw County, Michigan, 48109, USA"

+"Bournemouth University, UK",50.74223495,-1.89433738695589,"Bournemouth University, BU footpaths, Poole, South West England, England, BH10 4HX, UK"

+Institute of Computer Science,35.15456615,128.098476040221,"Institute of Computer Science, 8, 내동로, 신율리, 진주시, 경남, 52669, 대한민국"

+Korea University,37.5901411,127.0362318,"고려대, 안암로, 제기동, 동대문구, 서울특별시, 02796, 대한민국"

+Queen Mary University of London,51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+"North Dakota State University, Fargo, ND 58108-6050, USA",46.897155,-96.8182760282419,"North Dakota State University, 15th Avenue North, Fargo, Cass County, North Dakota, 58102, USA"

+AI Institute,-34.6102167,-58.3752244291708,"INDEC, 609, Avenida Presidente Julio A. Roca, Microcentro, Comuna 1, Monserrat, CABA, C1067ABB, Argentina"

+UNIVERSITY OF OULU,65.0592157,25.466326012507,"Oulun yliopisto, Biologintie, Linnanmaa, Oulu, Oulun seutukunta, Pohjois-Pohjanmaa, Pohjois-Suomen aluehallintovirasto, Pohjois-Suomi, Manner-Suomi, 90540, Suomi"

+University of Amsterdam,52.3553655,4.9501644,"Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland"

+University of California Davis,38.5336349,-121.790772639747,"University of California, Davis, Apiary Drive, Yolo County, California, 95616-5270, USA"

+Sakarya University,40.76433515,30.3940787517111,"Sakarya Üniversitesi Diş Hekimliği Fakültesi, Adnan Menderes Caddesi, Güneşler, Adapazarı, Sakarya, Marmara Bölgesi, 54050, Türkiye"

+"Beijing Institute of Technology, China",39.9586652,116.309712808455,"北京理工大学, 5, 中关村南大街, 中关村, 稻香园南社区, 海淀区, 北京市, 100872, 中国"

+University of Engineering and Technology,31.6914689,74.2465617,"University of Engineering and Technology, Lahore Bypass, لاہور, Shekhūpura District, پنجاب, ‏پاکستان‎"

+"Indian Institute of Science, India",13.0222347,77.5671832476811,"IISc, Gulmohar Marg, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560012, India"

+"Hankuk University of Foreign Studies, South Korea",37.5953979,127.0630499,"외대앞, 휘경로, 이문동, 이문2동, 동대문구, 서울특별시, 02407, 대한민국"

+Jahangirnagar University,23.883312,90.2693921,"Jahangirnagar University, 1342, University Main Road, সাভার, সাভার উপজেলা, ঢাকা জেলা, ঢাকা বিভাগ, 1342, বাংলাদেশ"

+Rice University,29.71679145,-95.4047811339379,"Rice University, Stockton Drive, Houston, Harris County, Texas, 77005-1890, USA"

+Indian Institute of Science Bangalore,13.0222347,77.5671832476811,"IISc, Gulmohar Marg, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560012, India"

+"Manonmaniam Sundaranar University, India",8.76554685,77.65100444813,"Manonmaniam Sundaranar University, Tenkasi-Tirunelveli, Gandhi Nagar, Tirunelveli, Tirunelveli Kattabo, Tamil Nadu, 627808, India"

+Hacettepe University,39.86742125,32.7351907206768,"Hacettepe Üniversitesi Beytepe Kampüsü, Hacettepe-Beytepe Kampüs Yolu, Üniversiteler Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+Monash University,-37.78397455,144.958674326093,"Monash University, Mile Lane, Parkville, City of Melbourne, Victoria, 3000, Australia"

+National Institute of Technology Karnataka,13.01119095,74.7949882494716,"National Institute of Technology, Karnataka, NH66, ದಕ್ಷಿಣ ಕನ್ನಡ, Mangaluru taluk, Dakshina Kannada, Karnataka, 575025, India"

+"University of Notre Dame. Notre Dame, IN 46556.USA",41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+"The University of Texas at Dallas, Richardson, TX",32.9820799,-96.7566278,"University of Texas at Dallas, Richardson, Dallas County, Texas, 78080, USA"

+"University POLITEHNICA of Bucharest, Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+Nanjing University of Information Science and Technology,32.2068102,118.718472893883,"南京信息工程大学, 龙山北路, 第十六街区, 浦口区, 南京市, 江苏省, 210032, 中国"

+"Khalifa University, Abu Dhabi, United Arab Emirates",24.4469025,54.3942563,"Khalifa University, شارع طَوِي مُوَيلِح, قصر الشاطئ, حدبة الزَّعْفرانة, أبوظبي, أبو ظبي, 31757, الإمارات العربية المتحدة"

+"University of Science and Technology of China, Hefei, China",31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+"Imperial College London, London, UK",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Carnegie Mellon University, Pittsburgh, PA, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+Institute,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+DUBLIN CITY UNIVERSITY,53.38522185,-6.25740874081493,"Dublin City University Glasnevin Campus, Lower Car Park, Wad, Whitehall A ED, Dublin 9, Dublin, County Dublin, Leinster, D09 FW22, Ireland"

+University of Kentucky,38.0333742,-84.5017758,"University of Kentucky, Columbia Avenue, Sorority Circle, Lexington, Fayette County, Kentucky, 40508, USA"

+National Taipei University,24.94314825,121.368629787836,"國立臺北大學, 151, 大學路, 龍恩里, 隆恩埔, 三峽區, 新北市, 23741, 臺灣"

+Imperial College London,51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Idiap Research Institute, Switzerland",46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+"University of Barcelona, Spain",41.3868913,2.16352384576632,"Universitat de Barcelona, Carrer de la Diputació, l'Antiga Esquerra de l'Eixample, Eixample, Barcelona, BCN, CAT, 08013, España"

+"Nanjing University, Nanjing 210023, China",32.0565957,118.774088328078,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国"

+"National Taiwan University, Taipei, Taiwan",25.01682835,121.538469235773,"臺大;台大, 1, 羅斯福路四段, 學府里, 大安區, 臺北市, 10617, 臺灣"

+National Institute of Standards and Technology,39.1254938,-77.2229347515,"National Institute of Standards and Technology, Summer Walk Drive, Diamond Farms, Gaithersburg, Montgomery County, Maryland, 20878, USA"

+University of Oxford,51.7534538,-1.25400997048855,"Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK"

+B.S. University of Central Florida,28.59899755,-81.1971250118395,"University of Central Florida, Libra Drive, University Park, Orange County, Florida, 32816, USA"

+Institute of,38.3836097,-81.7654665,"Institute, Kanawha County, West Virginia, 25112, USA"

+Middle East Technical University,39.87549675,32.7855350558467,"ODTÜ, 1, 1591.sk(315.sk), Çiğdem Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+University of Science and Technology of China,31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+Sungkyunkwan University,37.3003127,126.972123,"성균관대, 덕영대로, 천천동, 장안구, 수원시, 경기, 16357, 대한민국"

+"Nanjing University of Science and Technology, China",32.031826,118.852142742792,"南京理工大学, 友谊路, 余粮庄, 玄武区, 南京市, 江苏省, 210016, 中国"

+University of Iceland,64.137274,-21.9456145356869,"Háskóli Íslands, Sturlugata, Háskóli, Reykjavík, Reykjavíkurborg, Höfuðborgarsvæðið, 121, Ísland"

+"Stamford University Bangladesh, Dhaka-1209, Bangladesh",23.7448166,90.4084351355108,"Stamford University Bangladesh, Siddeshwari Road, ফকিরাপুল, Paltan, ঢাকা, ঢাকা বিভাগ, 1217, বাংলাদেশ"

+University of North Carolina Wilmington,34.2375581,-77.9270129,"Kenan House, 1705, Market Street, Wilmington, New Hanover County, North Carolina, 28403, USA"

+"Aberystwyth University, UK",52.4107358,-4.05295500914411,"Aberystwyth University, Llanbadarn Campus, Cefn Esgair, Waun Fawr, Comins Coch, Ceredigion, Wales, SY23 3JG, UK"

+UNIVERSITY OF TAMPERE,61.49412325,23.7792067776763,"Tampereen yliopisto, 4, Kalevantie, Ratinanranta, Tulli, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33100, Suomi"

+Santa Fe Institute,35.7002878,-105.908648471331,"Santa Fe Institute, Hyde Park Road, Santa Fe, Santa Fe County, New Mexico, 87501, USA"

+Nanyang Technological University,1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+Temple University,39.95472495,-75.1534690525548,"Temple University School of Podiatric Medicine, Race Street, Chinatown, Philadelphia, Philadelphia County, Pennsylvania, 19103, USA"

+Ionian University,38.2899482,21.7886469,"Πανεπιστήμιο Πατρών, Λεωφ. Ιπποκράτους, κ. Ρίου (Αγίου Γεωργίου Ρίου), Πάτρα, Δήμος Πατρέων, Περιφερειακή Ενότητα Αχαΐας, Περιφέρεια Δυτικής Ελλάδας, Πελοπόννησος, Δυτική Ελλάδα και Ιόνιο, 26443, Ελλάδα"

+"Graz University of Technology, Austria",47.05821,15.460195677136,"TU Graz, Inffeldgasse, Harmsdorf, Jakomini, Graz, Steiermark, 8010, Österreich"

+"Stony Brook University, NY 11794, USA",40.9153196,-73.1270626,"Stony Brook University, 100, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+"University of Notre Dame, USA",41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+National Taiwan University of Science and Technology,25.01353105,121.541737363138,"臺科大, 43, 基隆路四段, 學府里, 下內埔, 大安區, 臺北市, 10607, 臺灣"

+"Zhejiang Normal University, Jinhua, China",29.13646725,119.637686517179,"浙江师范大学, 688, 迎宾大道, 柳湖花园, 金华市, 婺城区 (Wucheng), 金华市 / Jinhua, 浙江省, 321004, 中国"

+"Chung-Ang University, Seoul, Korea",37.50882,126.9619,"중앙대학교, 서달로15길, 흑석동, 동작구, 서울특별시, 06981, 대한민국"

+University of Cambridge,52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+National Institute of Advanced Industrial Science and Technology,36.05238585,140.118523607658,"産業技術総合研究所；西事業所, 学園西大通り, Onogawa housing complex, つくば市, 茨城県, 関東地方, 305-0051, 日本"

+University of California Santa Barbara,34.4145937,-119.84581949869,"UCSB, Santa Barbara County, California, 93106, USA"

+Queensland University of Technology(QUT,-27.4770485,153.028373791304,"QUT Gardens Point Main Library, V, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+"Dartmouth College, NH 03755 USA",43.7070046,-72.2869048,"Dartmouth College, Maynard Street, Hanover, Grafton County, New Hampshire, 03755, USA"

+"University of Illinois at Urbana Champaign, Urbana",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+"Amirkabir University of Technology, Tehran. Iran",35.704514,51.4097205774739,"دانشگاه صنعتی امیرکبیر, ولی عصر, میدان ولیعصر, منطقه ۶ شهر تهران, تهران, بخش مرکزی شهرستان تهران, شهرستان تهران, استان تهران, نبش برادران مظفر, ‏ایران‎"

+Beijing Jiaotong University,39.94976005,116.33629045844,"北京交通大学, 银杏大道, 稻香园南社区, 海淀区, 北京市, 100044, 中国"

+"Nanyang Technological University, Singapore 639798, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+Tokyo Institute of Technology,35.5167538,139.483422513406,"東京工業大学, 厚木街道, 緑区, 町田市, 神奈川県, 関東地方, 226-0026, 日本"

+"Australian National University, Canberra",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+"University of Crete, Crete, 73100, Greece",35.3713024,24.4754408,"House of Europe, Μακεδονίας, Ρέθυμνο, Δήμος Ρεθύμνης, Περιφερειακή Ενότητα Ρεθύμνου, Περιφέρεια Κρήτης, Κρήτη, 930100, Ελλάδα"

+University of Washington,47.6543238,-122.308008943203,"University of Washington, Rainier Vista, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+"Curtin University, Perth, Australia",-32.00574155,115.892864389257,"Curtin University, B201 L2 Entry South, Waterford, Perth, Western Australia, 6102, Australia"

+MASSACHUSETTS INSTITUTE OF TECHNOLOGY (MIT,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+"West Virginia University, Morgantown, WV 26506, USA",39.65404635,-79.96475355,"88, Windsor Avenue, The Flatts, Morgantown, Monongalia County, West Virginia, 26505, USA"

+University of Southern California,34.0224149,-118.286344073446,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA"

+National University of singapore,1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+East China Normal University,31.2284923,121.402113889769,"华东师范大学, 3663, 中山北路, 曹家渡, 普陀区, 普陀区 (Putuo), 上海市, 200062, 中国"

+Wayne State University,42.357757,-83.0628671134125,"Parking Structure 3, East Warren Avenue, New Center, Detroit, Wayne County, Michigan, 48236, USA"

+"Queensland University of Technology, Australia",-27.47715625,153.028410039129,"Queensland University of Technology, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+Islamic Azad University,34.8452999,48.5596212013643,"دانشگاه آزاد اسلامی, همدان, بخش مرکزی شهرستان همدان, شهرستان همدان, استان همدان, ‏ایران‎"

+University of Texas,32.3163078,-95.2536994379459,"The University of Texas at Tyler, 3900, University Boulevard, Tyler, Smith County, Texas, 75799, USA"

+The Weizmann Institute of,31.904187,34.807378,"מכון ויצמן, הרצל, מעונות וולפסון, נווה עמית, רחובות, מחוז המרכז, NO, ישראל"

+"University of Lincoln, U.K",53.22853665,-0.548734723802121,"University of Lincoln, Brayford Way, Whitton Park, New Boultham, Lincoln, Lincolnshire, East Midlands, England, LN6 7TS, UK"

+University of Science and,5.35755715,100.303850375,"USM, Lengkok Sastera, The LIGHT, Batu Uban, George Town, PNG, 11700, Malaysia"

+Rutgers University,40.47913175,-74.431688684404,"Rutgers Cook Campus - North, Biel Road, New Brunswick, Middlesex County, New Jersey, 08901, USA"

+Tsinghua University,40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+COMSATS Institute of Information Technology,31.4006332,74.2137296,"COMSATS Institute of Information Technology, Ali Akbar Road, Dawood Residency, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54700, ‏پاکستان‎"

+Istanbul Technical University,41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+"Michigan State University, East Lansing MI",42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+"University Politehnica of Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+"DIT UNIVERSITY, DEHRADUN",30.3983396,78.0753455,"DIT University, Dehradun-Mussoorie Road, Rājpur, Kincraig, Dehra Dūn, Uttarakhand, 248009, India"

+Massachusetts Institute,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+"University of California, San Diego, La Jolla",32.87935255,-117.231100493855,"UCSD, 9500, Gilman Drive, Sixth College, University City, San Diego, San Diego County, California, 92093, USA"

+OF STANFORD UNIVERSITY,37.43131385,-122.169365354983,"Stanford University, Memorial Way, Stanford, Santa Clara County, California, 94305-6015, USA"

+Stevens Institute of Technology,40.742252,-74.0270949,"Stevens Institute of Technology, River Terrace, Hoboken, Hudson County, New Jersey, 07030, USA"

+"University of Central Florida, Orlando",28.42903955,-81.4421617727936,"Rosen College of Hospitality Management, 9907, Universal Boulevard, Orange County, Florida, 32819, USA"

+"Southwest University, Chongqing 400715, China",29.82366295,106.420500156445,"西南大学, 天生路, 北碚区 (Beibei), 北碚区, 北碚区 (Beibei), 重庆市, 400711, 中国"

+The Ohio State University,40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+University of Wisconsin Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+Japan,36.5748441,139.2394179,日本

+"University of California, Riverside CA 92521-0425, USA",33.9743275,-117.32558236636,"UCR, North Campus Drive, Riverside, Riverside County, California, 92521, USA"

+Sun Yat-sen University,23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+"University of Vienna, Austria",48.2131302,16.3606865338016,"Uni Wien, 1, Universitätsring, Schottenviertel, KG Innere Stadt, Innere Stadt, Wien, 1010, Österreich"

+Katholieke Universiteit Leuven,50.8830686,4.7019503,"Laboratorium voor Bos, natuur en landschap, 102, Vital Decosterstraat, Sint-Maartensdal, Leuven, Vlaams-Brabant, Vlaanderen, 3000, België / Belgique / Belgien"

+"University of Malaya, 50603 Kuala Lumpur, Malaysia",3.12267405,101.65356103394,"UM, Lingkaran Wawasan, Bukit Pantai, Bangsar, KL, 50603, Malaysia"

+"Kingston University, UK",51.4293086,-0.2684044,"Kingston University, Kingston Hill, Kingston Vale, Kingston-upon-Thames, London, Greater London, England, KT2 7TF, UK"

+University of Massachusetts Amherst,42.3869382,-72.5299147706745,"UMass Amherst, Commonwealth Avenue, Amherst, Hampshire, Massachusetts, 01003, USA"

+Institute of Automation,54.1720834,12.0790983,"Institut für Automatisierungstechnik, 31, Richard-Wagner-Straße, Warnemünde, Ortsbeirat 1 : Diedrichshagen,Seebad Warnemünde, Rostock, Mecklenburg-Vorpommern, 18119, Deutschland"

+"Harbin Institute of Technology, Harbin 150001, China",45.7413921,126.625527550394,"哈尔滨工业大学, 司令街, 南岗区, 哈尔滨市 / Harbin, 黑龙江省, 150000, 中国"

+"University of Exeter, UK",50.7369302,-3.53647671702167,"University of Exeter, Stocker Road, Exwick, Exeter, Devon, South West England, England, EX4 4QN, UK"

+Vrije Universiteit Brussel,50.8411007,4.32377555279953,"Vrije Universiteit Brussel, 170, Quai de l'Industrie - Nijverheidskaai, Anderlecht, Brussel-Hoofdstad - Bruxelles-Capitale, Région de Bruxelles-Capitale - Brussels Hoofdstedelijk Gewest, 1070, België / Belgique / Belgien"

+University of Information,34.17980475,-117.325843648456,"Information, University Parkway, San Bernardino, San Bernardino County, California, 92407, USA"

+"University of Groningen, The Netherlands",53.21967825,6.56251482206542,"Academiegebouw, Professorgang, Binnenstad, Groningen, Nederland, 9712EA, Nederland"

+Xiamen University,24.4399419,118.093017809127,"厦门大学, 思明南路 Siming South Road, 思明区, 思明区 (Siming), 厦门市 / Xiamen, 福建省, 361005, 中国"

+the Chinese University of Hong Kong,22.42031295,114.207886442805,"中大 CUHK, NA梯 New Asia Stairs, 馬料水 Ma Liu Shui, 九肚村 Kau To Village, 沙田區 Sha Tin District, 新界 New Territories, HK, DD193 1191, 中国"

+HoHai University,32.05765485,118.755000398628,"河海大学, 河海路, 小市桥, 鼓楼区, 南京市, 江苏省, 210013, 中国"

+University of Barcelona,41.3868913,2.16352384576632,"Universitat de Barcelona, Carrer de la Diputació, l'Antiga Esquerra de l'Eixample, Eixample, Barcelona, BCN, CAT, 08013, España"

+"University of Twente, The Netherlands",52.2380139,6.8566761,"University of Twente, De Achterhorst;Hallenweg, Enschede, Regio Twente, Overijssel, Nederland, 7522NH, Nederland"

+"Temple University, Philadelphia, PA 19122, USA",39.9808569,-75.149594,"Temple University, West Berks Street, Hartranft, Philadelphia, Philadelphia County, Pennsylvania, 19122, USA"

+"Carnegie Mellon University, Pittsburgh, PA, 15213, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+"University of South Carolina, Columbia, USA",33.9928298,-81.0268516781225,"University of South Carolina, Wheat Street, Columbia, Richland County, South Carolina, 29205, USA"

+"University of Washington, Seattle, WA 98195, United States",47.6547795,-122.305818,"University of Washington, Yakima Lane, Montlake, University District, Seattle, King County, Washington, 98195, USA"

+"Tampere University of Technology, Tampere, Finland",61.44964205,23.8587746189096,"TTY, 10, Korkeakoulunkatu, Finninmäki, Hervanta, Tampere, Tampereen seutukunta, Pirkanmaa, Länsi- ja Sisä-Suomen aluehallintovirasto, Länsi-Suomi, Manner-Suomi, 33720, Suomi"

+"Queen Mary University of London, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+"The Ohio State University, OH",40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+"Queen Mary University of London, London E1 4NS, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+Courant Institute,40.7286994,-73.9957151,"NYU Courant Institute of Mathematical Sciences, 251, Mercer Street, Washington Square Village, Greenwich Village, Manhattan, Manhattan Community Board 2, New York County, NYC, New York, 10012, USA"

+"National Sun Yat Sen University, 804 Kaohsiung, Taiwan",22.62794005,120.266318480249,"國立中山大學, 70, 蓮海路, 桃源里, 柴山, 鼓山區, 高雄市, 804, 臺灣"

+University of Northern British Columbia,53.8925662,-122.814715920529,"UNBC, Campus Ring Road, College Heights, Prince George, Regional District of Fraser-Fort George, British Columbia, V2M 5K7, Canada"

+"King Saud University, Riyadh",24.7246403,46.623350123456,"King Saud University جامعة الملك سعود, road_16, King Saud University District, Al Maather Municipality, الرياض, منطقة الرياض, 12393 4057, السعودية"

+"Bar Ilan University, Israel",32.06932925,34.8433433861531,"אוניברסיטת בר אילן, כביש גהה, גבעת שמואל, קריית מטלון, גבעת שמואל, מחוז תל אביב, NO, ישראל"

+"National University of Kaohsiung, 811 Kaohsiung, Taiwan",22.73424255,120.283497550993,"國立高雄大學, 中央廣場, 藍田, 藍田里, 楠梓區, 高雄市, 811, 臺灣"

+to Michigan State University,42.7231021,-84.4449848597663,"Red Cedar River, Small Acres Lane, Okemos, Ingham County, Michigan, 48864, USA"

+Plymouth University,50.3755269,-4.13937687442817,"Plymouth University, Portland Square, Barbican, Plymouth, South West England, England, PL4 6AP, UK"

+"University of Twente, The Netherlands",52.2380139,6.8566761,"University of Twente, De Achterhorst;Hallenweg, Enschede, Regio Twente, Overijssel, Nederland, 7522NH, Nederland"

+Brown University,41.8268682,-71.4012314581107,"Brown University, Waterman Street, College Hill, Providence, Bristol, Rhode Island, 02912, USA"

+The Weizmann Institute of,31.904187,34.807378,"מכון ויצמן, הרצל, מעונות וולפסון, נווה עמית, רחובות, מחוז המרכז, NO, ישראל"

+University of Oradea,47.0570222,21.922709,"Universitatea Creștină Partium - Clădirea Sulyok, 27, Strada Primăriei, Orașul Nou, Oradea, Bihor, 410209, România"

+Tokyo Institute of Technology,35.5167538,139.483422513406,"東京工業大学, 厚木街道, 緑区, 町田市, 神奈川県, 関東地方, 226-0026, 日本"

+"The University of North Carolina at Charlotte, USA",35.3103441,-80.732616166699,"Lot 20, Poplar Terrace Drive, Charlotte, Mecklenburg County, North Carolina, 28223, USA"

+"Northeastern University, Boston, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+"The University of Electro-Communications, JAPAN",35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+"Imperial College, London, UK",51.5004171,-0.1782711,"Sung Chuan Kung Fu, Imperial College, Prince Consort Road, City of Westminster, London, Greater London, England, SW7 2QU, UK"

+University of Cambridge,52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+University of Kentucky,38.0333742,-84.5017758,"University of Kentucky, Columbia Avenue, Sorority Circle, Lexington, Fayette County, Kentucky, 40508, USA"

+"Nanjing University of Science and Technology, China",32.031826,118.852142742792,"南京理工大学, 友谊路, 余粮庄, 玄武区, 南京市, 江苏省, 210016, 中国"

+"University of Illinois at Urbana Champaign, Urbana",40.101976,-88.2314378,"Krannert Art Museum, 500, Peabody Drive, Urbana, Champaign County, Illinois, 61820, USA"

+Wayne State University,42.357757,-83.0628671134125,"Parking Structure 3, East Warren Avenue, New Center, Detroit, Wayne County, Michigan, 48236, USA"

+"Qatar University, Qatar",25.37461295,51.4898035392337,"Qatar University, Roindabout 3, Al Tarfa (68), أم صلال, 24685, ‏قطر‎"

+Shiraz University,29.6385474,52.5245706,"دانشگاه شیراز, میدان ارم, محدوده شهرداری منطقه یک - شهرداری شیراز, شیراز, بخش مرکزی شهرستان شیراز, شهرستان شیراز, استان فارس, 71348-34689, ‏ایران‎"

+"Technical University Munich, Germany",48.14955455,11.5677531417838,"TUM, 21, Arcisstraße, Bezirksteil Königsplatz, Stadtbezirk 03 Maxvorstadt, München, Obb, Bayern, 80333, Deutschland"

+"Oxford University, UK",51.7488051,-1.23874457456279,"James Mellon Hall, Rectory Road, New Marston, Oxford, Oxon, South East, England, OX4 1BU, UK"

+"Queen Mary University of London, London E1 4NS, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+"University of Technology, Baghdad, Iraq",33.3120263,44.4471829434368,"الجامعة التكنلوجية, A86;N11;D383, محلة 103, Al Saadoom Park, Rusafa, بغداد, Al Resafa, محافظة بغداد, 3241, العراق"

+Stevens Institute of Technology,40.742252,-74.0270949,"Stevens Institute of Technology, River Terrace, Hoboken, Hudson County, New Jersey, 07030, USA"

+"Chonbuk National University, Jeonju-si",35.84658875,127.135013303058,"전북대학교, 567, 백제대로, 금암동, 덕진구, 전주시, 전북, 54896, 대한민국"

+"National Sun Yat Sen University, 804 Kaohsiung, Taiwan",22.62794005,120.266318480249,"國立中山大學, 70, 蓮海路, 桃源里, 柴山, 鼓山區, 高雄市, 804, 臺灣"

+"COMSATS Institute of Information Technology, Pakistan",31.4006332,74.2137296,"COMSATS Institute of Information Technology, Ali Akbar Road, Dawood Residency, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54700, ‏پاکستان‎"

+"Khalifa University, Abu Dhabi, United Arab Emirates",24.4469025,54.3942563,"Khalifa University, شارع طَوِي مُوَيلِح, قصر الشاطئ, حدبة الزَّعْفرانة, أبوظبي, أبو ظبي, 31757, الإمارات العربية المتحدة"

+"Idiap Research Institute, Switzerland",46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+University of Information,34.17980475,-117.325843648456,"Information, University Parkway, San Bernardino, San Bernardino County, California, 92407, USA"

+The Open University,52.02453775,-0.709274809394501,"The Open University, East Lane, Walton, Monkston, Milton Keynes, South East, England, MK7 6AE, UK"

+"Kingston University, UK",51.4293086,-0.2684044,"Kingston University, Kingston Hill, Kingston Vale, Kingston-upon-Thames, London, Greater London, England, KT2 7TF, UK"

+"Australian National University, Canberra",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+"Aberystwyth University, UK",52.4107358,-4.05295500914411,"Aberystwyth University, Llanbadarn Campus, Cefn Esgair, Waun Fawr, Comins Coch, Ceredigion, Wales, SY23 3JG, UK"

+COMSATS Institute of Information Technology,31.4006332,74.2137296,"COMSATS Institute of Information Technology, Ali Akbar Road, Dawood Residency, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54700, ‏پاکستان‎"

+University of Southern California,34.0224149,-118.286344073446,"University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA"

+The University of Electro-Communications,35.6572957,139.542558677257,"電気通信大学, 甲州街道, 調布市, 東京都, 関東地方, 182-0026, 日本"

+University of Wisconsin Madison,43.07982815,-89.4306642542901,"University of Wisconsin-Madison, Marsh Lane, Madison, Dane County, Wisconsin, 53705-2221, USA"

+"Queensland University of Technology, Australia",-27.47715625,153.028410039129,"Queensland University of Technology, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+Bas kent University,52.08340265,5.14828494152362,"University College Utrecht 'Babel', 7, Campusplein, Utrecht, Nederland, 3584 ED, Nederland"

+"Ulm University, Germany",48.38044335,10.0101011516362,"HNU, John-F.-Kennedy-Straße, Vorfeld, Wiley, Neu-Ulm, Landkreis Neu-Ulm, Schwaben, Bayern, 89231, Deutschland"

+"The University of Texas at Dallas, Richardson, TX",32.9820799,-96.7566278,"University of Texas at Dallas, Richardson, Dallas County, Texas, 78080, USA"

+"National University of Sciences and Technology (NUST), Islamabad, Pakistan",33.644347,72.9885079,"National University of Sciences and Technology (NUST), Kashmir Highway, جی - 10, ICT, وفاقی دارالحکومت اسلام آباد, 44000, ‏پاکستان‎"

+National University of Singapore,1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+Multimedia University,2.92749755,101.641853013536,"Universiti Multimedia, Persiaran Neuron, Bandar Nusaputra, Cyberjaya, Selangor, 63000, Malaysia"

+"North Dakota State University, Fargo, ND 58108-6050, USA",46.897155,-96.8182760282419,"North Dakota State University, 15th Avenue North, Fargo, Cass County, North Dakota, 58102, USA"

+National Taiwan University of Science and Technology,25.01353105,121.541737363138,"臺科大, 43, 基隆路四段, 學府里, 下內埔, 大安區, 臺北市, 10607, 臺灣"

+Meiji University,35.6975029,139.761391749285,"明治大学, 錦華坂, 猿楽町1, 猿楽町, 東京, 千代田区, 東京都, 関東地方, 101-0051, 日本"

+Northeastern University,42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+UNIVERSITY OF OULU,65.0592157,25.466326012507,"Oulun yliopisto, Biologintie, Linnanmaa, Oulu, Oulun seutukunta, Pohjois-Pohjanmaa, Pohjois-Suomen aluehallintovirasto, Pohjois-Suomi, Manner-Suomi, 90540, Suomi"

+Middlebury College,44.0090777,-73.1767946,"Middlebury College, Old Chapel Road, Middlebury, Addison County, Vermont, 05753, USA"

+Gdansk University of Technology,54.37086525,18.6171601574695,"PG, Romualda Traugutta, Królewska Dolina, Wrzeszcz Górny, Gdańsk, pomorskie, 80-233, RP"

+"University of Chinese Academy of Sciences, Beijing 101408, China",39.9082804,116.2458527,"University of Chinese Academy of Sciences, UCAS, Yuquanlu, 玉泉路, 田村, 海淀区, 100049, 中国"

+Vrije Universiteit Brussel,50.8411007,4.32377555279953,"Vrije Universiteit Brussel, 170, Quai de l'Industrie - Nijverheidskaai, Anderlecht, Brussel-Hoofdstad - Bruxelles-Capitale, Région de Bruxelles-Capitale - Brussels Hoofdstedelijk Gewest, 1070, België / Belgique / Belgien"

+B.S. University of Central Florida,28.59899755,-81.1971250118395,"University of Central Florida, Libra Drive, University Park, Orange County, Florida, 32816, USA"

+Punjabi University Patiala,30.3568981,76.4551272,"Punjabi University Patiala, Rajpura Road, Patiala, Punjab, 147001, India"

+"Y. Li, University of Maryland",39.2864694,-76.6263409932124,"Penn Street Garage, 120, Penn Street, Ridgleys Delight, Baltimore, Maryland, 21201, USA"

+Santa Fe Institute,35.7002878,-105.908648471331,"Santa Fe Institute, Hyde Park Road, Santa Fe, Santa Fe County, New Mexico, 87501, USA"

+Massachusetts Institute,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+Banaras Hindu University,25.2662887,82.9927969,"काशी हिन्दू विश्वविद्यालय, Semi Circle Road 2, ワーラーナシー, Jodhpur Colony, Vārānasi, Varanasi, Uttar Pradesh, 221005, India"

+"Tsinghua University, 100084 Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+University of Engineering and Technology,31.6914689,74.2465617,"University of Engineering and Technology, Lahore Bypass, لاہور, Shekhūpura District, پنجاب, ‏پاکستان‎"

+"Tsinghua University, Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"University of Central Florida, Orlando",28.42903955,-81.4421617727936,"Rosen College of Hospitality Management, 9907, Universal Boulevard, Orange County, Florida, 32819, USA"

+"Stamford University Bangladesh, Dhaka-1209, Bangladesh",23.7448166,90.4084351355108,"Stamford University Bangladesh, Siddeshwari Road, ফকিরাপুল, Paltan, ঢাকা, ঢাকা বিভাগ, 1217, বাংলাদেশ"

+Korea University,37.5901411,127.0362318,"고려대, 안암로, 제기동, 동대문구, 서울특별시, 02796, 대한민국"

+Tsinghua University,40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+University of Memphis,35.1189387,-89.9372195996589,"The University of Memphis, Desoto Avenue, Memphis, Shelby County, Tennessee, 38152, USA"

+"The University of Tokyo, Japan",35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+University of Massachusetts Amherst,42.3869382,-72.5299147706745,"UMass Amherst, Commonwealth Avenue, Amherst, Hampshire, Massachusetts, 01003, USA"

+University of Information,34.17980475,-117.325843648456,"Information, University Parkway, San Bernardino, San Bernardino County, California, 92407, USA"

+Stony Brook University Hospital,40.90826665,-73.1152089127966,"Stony Brook University Hospital, 101, Nicolls Road, Stony Brook, Suffolk County, New York, 11794, USA"

+"University POLITEHNICA of Bucharest, Bucharest, Romania",44.43918115,26.0504456538413,"Universitatea Politehnica din București, Novum Invest, București, Militari, Sector 6, Municipiul București, 060042, România"

+"University of Technology, Baghdad, Iraq",33.3120263,44.4471829434368,"الجامعة التكنلوجية, A86;N11;D383, محلة 103, Al Saadoom Park, Rusafa, بغداد, Al Resafa, محافظة بغداد, 3241, العراق"

+Tel Aviv University,32.1119889,34.8045970204252,"אוניברסיטת תל אביב, כיכר מנדל, תל אביב - יפו, אפקה, תל אביב-יפו, מחוז תל אביב, NO, ישראל"

+"National University of Singapore, Singapore",1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+to Michigan State University,42.7231021,-84.4449848597663,"Red Cedar River, Small Acres Lane, Okemos, Ingham County, Michigan, 48864, USA"

+"University of Notre Dame, USA",41.70456775,-86.2382202601727,"University of Notre Dame du Lac, Holy Cross Drive, Notre Dame, Maple Lane, Saint Joseph County, Indiana, 46556, USA"

+National Institute of Advanced Industrial Science and Technology,36.05238585,140.118523607658,"産業技術総合研究所；西事業所, 学園西大通り, Onogawa housing complex, つくば市, 茨城県, 関東地方, 305-0051, 日本"

+"Queen Mary University of London, UK",51.5247272,-0.0393103466301624,"Queen Mary (University of London), Mile End Road, Globe Town, Mile End, London Borough of Tower Hamlets, London, Greater London, England, E1 4NS, UK"

+"Northeastern University, MA, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+"University of South Carolina, Columbia, USA",33.9928298,-81.0268516781225,"University of South Carolina, Wheat Street, Columbia, Richland County, South Carolina, 29205, USA"

+"Massachusetts Institute of Technology, Cambridge, MA 02139, USA",42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+Istanbul Technical University,41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+The Ohio State University,40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+Rice University,29.71679145,-95.4047811339379,"Rice University, Stockton Drive, Houston, Harris County, Texas, 77005-1890, USA"

+"Princeton University, Princeton, New Jersey, USA",40.34829285,-74.66308325,"Lot 9, University Place, Princeton Township, Mercer County, New Jersey, 08540, USA"

+IMPERIAL COLLEGE,39.9458551,116.406973072869,"国子监, 五道营胡同, Naga上院, 北京市, 东城区, 北京市, 100010, 中国"

+"Y. Li, University of Maryland",39.2864694,-76.6263409932124,"Penn Street Garage, 120, Penn Street, Ridgleys Delight, Baltimore, Maryland, 21201, USA"

+"Tsinghua University, 100084 Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Technical University Munich, Germany",48.14955455,11.5677531417838,"TUM, 21, Arcisstraße, Bezirksteil Königsplatz, Stadtbezirk 03 Maxvorstadt, München, Obb, Bayern, 80333, Deutschland"

+"The University of Texas at Dallas, Richardson, TX",32.9820799,-96.7566278,"University of Texas at Dallas, Richardson, Dallas County, Texas, 78080, USA"

+Beijing Jiaotong University,39.94976005,116.33629045844,"北京交通大学, 银杏大道, 稻香园南社区, 海淀区, 北京市, 100044, 中国"

+COMSATS Institute of Information Technology,31.4006332,74.2137296,"COMSATS Institute of Information Technology, Ali Akbar Road, Dawood Residency, بحریہ ٹاؤن‬‎, Lahore District, پنجاب, 54700, ‏پاکستان‎"

+National Institute of Technology Karnataka,13.01119095,74.7949882494716,"National Institute of Technology, Karnataka, NH66, ದಕ್ಷಿಣ ಕನ್ನಡ, Mangaluru taluk, Dakshina Kannada, Karnataka, 575025, India"

+"Stamford University Bangladesh, Dhaka-1209, Bangladesh",23.7448166,90.4084351355108,"Stamford University Bangladesh, Siddeshwari Road, ফকিরাপুল, Paltan, ঢাকা, ঢাকা বিভাগ, 1217, বাংলাদেশ"

+University of Cambridge,52.17638955,0.143088815415187,"Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK"

+"Bournemouth University, UK",50.74223495,-1.89433738695589,"Bournemouth University, BU footpaths, Poole, South West England, England, BH10 4HX, UK"

+"National University of Singapore, Singapore",1.2962018,103.776899437848,"NUS, Former 1936 British Outpost, Nepal Hill, Clementi, Southwest, 117542, Singapore"

+"Imperial College London, London, UK",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+"Tsinghua University, 100084 Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Zhejiang Normal University, Jinhua, China",29.13646725,119.637686517179,"浙江师范大学, 688, 迎宾大道, 柳湖花园, 金华市, 婺城区 (Wucheng), 金华市 / Jinhua, 浙江省, 321004, 中国"

+Istanbul Technical University,41.10427915,29.022311592943,"Istanbul Technical University, walking path from main road to Simit restaurant, İstanbul Teknik Üniversitesi, Maslak, F.S.M Mahallesi, Sarıyer, İstanbul, Marmara Bölgesi, 34469, Türkiye"

+"Y. Li, University of Maryland",39.2864694,-76.6263409932124,"Penn Street Garage, 120, Penn Street, Ridgleys Delight, Baltimore, Maryland, 21201, USA"

+"The University of Texas at Dallas, Richardson, TX",32.9820799,-96.7566278,"University of Texas at Dallas, Richardson, Dallas County, Texas, 78080, USA"

+Tokyo Institute of Technology,35.5167538,139.483422513406,"東京工業大学, 厚木街道, 緑区, 町田市, 神奈川県, 関東地方, 226-0026, 日本"

+"Northeastern University, MA, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+"Indian Institute of Technology, Roorkee",29.8662461,77.8958708109136,"Indian Institute of Technology (IIT), Roorkee, LBS Jogging Track, Roorkee, Haridwar, Uttarakhand, 247667, India"

+National Taiwan University of Science and Technology,25.01353105,121.541737363138,"臺科大, 43, 基隆路四段, 學府里, 下內埔, 大安區, 臺北市, 10607, 臺灣"

+Japan,36.5748441,139.2394179,日本

+"Idiap Research Institute, Switzerland",46.109237,7.08453548522408,"Idiap Research Institute, Parking Centre du parc, Martigny, Valais/Wallis, 1920, Schweiz/Suisse/Svizzera/Svizra"

+Queensland University of Technology(QUT,-27.4770485,153.028373791304,"QUT Gardens Point Main Library, V, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+The University of Texas at Austin,30.284151,-97.7319559808022,"University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA"

+Massachusetts Institute,42.3583961,-71.0956778766393,"MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+"Nanjing University, Nanjing 210023, China",32.0565957,118.774088328078,"NJU, 三江路, 鼓楼区, 南京市, 江苏省, 210093, 中国"

+National Institute of Advanced Industrial Science and Technology,36.05238585,140.118523607658,"産業技術総合研究所；西事業所, 学園西大通り, Onogawa housing complex, つくば市, 茨城県, 関東地方, 305-0051, 日本"

+"University of Illinois at Urbana Champaign, Urbana, IL 61801, USA",40.1066501,-88.2240260725426,"University of Illinois at Urbana-Champaign, South Goodwin Avenue, Urbana, Champaign County, Illinois, 61801, USA"

+National Taiwan University of Science and Technology,25.01353105,121.541737363138,"臺科大, 43, 基隆路四段, 學府里, 下內埔, 大安區, 臺北市, 10607, 臺灣"

+"DIT UNIVERSITY, DEHRADUN",30.3983396,78.0753455,"DIT University, Dehradun-Mussoorie Road, Rājpur, Kincraig, Dehra Dūn, Uttarakhand, 248009, India"

+"Queensland University of Technology, Australia",-27.47715625,153.028410039129,"Queensland University of Technology, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+"Northeastern University, Boston, USA",42.3383668,-71.0879352428284,"Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA"

+"University of Twente, The Netherlands",52.2380139,6.8566761,"University of Twente, De Achterhorst;Hallenweg, Enschede, Regio Twente, Overijssel, Nederland, 7522NH, Nederland"

+"Dartmouth College, NH 03755 USA",43.7070046,-72.2869048,"Dartmouth College, Maynard Street, Hanover, Grafton County, New Hampshire, 03755, USA"

+The University of Tokyo,35.9020448,139.936220089117,"東京大学 柏キャンパス, 学融合の道, 柏市, 千葉県, 関東地方, 277-8583, 日本"

+"University of Science and Technology of China, Hefei, China",31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+National Institute of Standards and Technology,39.1254938,-77.2229347515,"National Institute of Standards and Technology, Summer Walk Drive, Diamond Farms, Gaithersburg, Montgomery County, Maryland, 20878, USA"

+"Tsinghua University, Beijing, China",40.00229045,116.320989081778,"清华大学, 30, 双清路, 五道口, 后八家, 海淀区, 100084, 中国"

+"Michigan State University, East Lansing MI",42.718568,-84.4779157093052,"Michigan State University, Farm Lane, East Lansing, Ingham County, Michigan, 48824, USA"

+"Columbia University, USA",40.8419836,-73.9436897071772,"Columbia University Medical Center, 630, West 168th Street, Washington Heights, Manhattan, Manhattan Community Board 12, New York County, NYC, New York, 10031, USA"

+University of Groningen,53.21967825,6.56251482206542,"Academiegebouw, Professorgang, Binnenstad, Groningen, Nederland, 9712EA, Nederland"

+"Ulm University, Germany",48.38044335,10.0101011516362,"HNU, John-F.-Kennedy-Straße, Vorfeld, Wiley, Neu-Ulm, Landkreis Neu-Ulm, Schwaben, Bayern, 89231, Deutschland"

+"Brown University, Providence, RI",41.8268682,-71.4012314581107,"Brown University, Waterman Street, College Hill, Providence, Bristol, Rhode Island, 02912, USA"

+"Chung-Ang University, Seoul, Korea",37.50882,126.9619,"중앙대학교, 서달로15길, 흑석동, 동작구, 서울특별시, 06981, 대한민국"

+"Sun Yat-Sen University, Guangzhou, P.R. China",23.09461185,113.287889943975,"中大, 新港西路, 龙船滘, 康乐, 海珠区 (Haizhu), 广州市, 广东省, 510105, 中国"

+Pondicherry Engineering College,12.0148693,79.8480910431981,"Pondicherry Engineering College, PEC MAIN ROAD, Sri Ma, Puducherry, Puducherry district, Puducherry, 605001, India"

+University of Science and Technology of China,31.83907195,117.264207478576,"中国科学技术大学 东校区, 96号, 金寨路, 江淮化肥厂小区, 芜湖路街道, 合肥市区, 合肥市, 安徽省, 230026, 中国"

+"Princeton University, Princeton, New Jersey, USA",40.34829285,-74.66308325,"Lot 9, University Place, Princeton Township, Mercer County, New Jersey, 08540, USA"

+"National University of Sciences and Technology (NUST), Islamabad, Pakistan",33.644347,72.9885079,"National University of Sciences and Technology (NUST), Kashmir Highway, جی - 10, ICT, وفاقی دارالحکومت اسلام آباد, 44000, ‏پاکستان‎"

+University of North Carolina at Charlotte,35.3103441,-80.732616166699,"Lot 20, Poplar Terrace Drive, Charlotte, Mecklenburg County, North Carolina, 28223, USA"

+University of Engineering and Technology,31.6914689,74.2465617,"University of Engineering and Technology, Lahore Bypass, لاہور, Shekhūpura District, پنجاب, ‏پاکستان‎"

+Hacettepe University,39.86742125,32.7351907206768,"Hacettepe Üniversitesi Beytepe Kampüsü, Hacettepe-Beytepe Kampüs Yolu, Üniversiteler Mahallesi, Ankara, Çankaya, Ankara, İç Anadolu Bölgesi, 06800, Türkiye"

+Cambridge Research Laboratory,52.17333465,0.149899463173698,"Strangeways Research Laboratory, Babraham Road, Romsey, Cambridge, Cambridgeshire, East of England, England, CB1 8RN, UK"

+"Imperial College London, London, UK",51.49887085,-0.175607973937072,"Imperial College London, Exhibition Road, Brompton, Royal Borough of Kensington and Chelsea, London, Greater London, England, SW7 2AZ, UK"

+Queensland University of Technology(QUT,-27.4770485,153.028373791304,"QUT Gardens Point Main Library, V, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+"Carnegie Mellon University, Pittsburgh, PA, USA",40.4441619,-79.942728259225,"Carnegie Mellon University, Forbes Avenue, Squirrel Hill North, PGH, Allegheny County, Pennsylvania, 15213, USA"

+Bournemouth University,50.74223495,-1.89433738695589,"Bournemouth University, BU footpaths, Poole, South West England, England, BH10 4HX, UK"

+Nanyang Technological University,1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+Guangdong Medical College,23.1294489,113.343761097683,"医学院, 真如路, 凤凰新村, 天河区, 广州市, 广东省, 510635, 中国"

+Institute of Computer Science,35.15456615,128.098476040221,"Institute of Computer Science, 8, 내동로, 신율리, 진주시, 경남, 52669, 대한민국"

+"The Ohio State University, OH",40.00471095,-83.0285936787604,"The Ohio State University, Woody Hayes Drive, Columbus, Franklin County, Ohio, 43210, USA"

+Korea University,37.5901411,127.0362318,"고려대, 안암로, 제기동, 동대문구, 서울특별시, 02796, 대한민국"

+"Shanghai Jiao Tong University, Shanghai 200240, China",31.02775885,121.432219256081,"上海交通大学（闵行校区）, 宣怀大道, 紫竹科技园区, 英武, 闵行区, 上海市, 200240, 中国"

+"University of California, Riverside CA 92521-0425, USA",33.9743275,-117.32558236636,"UCR, North Campus Drive, Riverside, Riverside County, California, 92521, USA"

+"Nanyang Technological University, Singapore 639798, Singapore",1.3484104,103.682979653067,"NTU, Faculty Avenue, Jurong West, Southwest, 637460, Singapore"

+Rice University,29.71679145,-95.4047811339379,"Rice University, Stockton Drive, Houston, Harris County, Texas, 77005-1890, USA"

+"University of Technology, Sydney, Australia",-33.8828784,151.200682779726,"UTS, Thomas Street, Ultimo, Sydney, NSW, 2007, Australia"

+Xerox Research Center,43.5129109,-79.6664076152913,"Xerox Research Centre of Canada, 2660, Speakman Drive, Sheridan Park, Erin Mills, Ont., Peel Region, Ontario, L5J 2M4, Canada"

+"Howard University, Washington DC",38.921525,-77.019535656678,"Howard University, College Street Northwest, Howard University, Washington, D.C., 20001, USA"

+Purdue University,40.4319722,-86.923893679845,"Purdue University, West Stadium Avenue, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

+"San Jose State University, San Jose, CA",37.3351908,-121.881260081527,"SJSU, El Paseo de Cesar E. Chavez, Downtown Historic District, Japantown, San José, Santa Clara County, California, 95113, USA"

+"Tohoku University, Japan",38.2530945,140.8736593,"Tohoku University, 五橋通, 青葉区, 仙台市, 宮城県, 東北地方, 980-0811, 日本"

+Portugal,40.033265,-7.8896263,Portugal

+The University of York,53.94540365,-1.0313887829649,"University of York, Lakeside Way, Heslington, York, Yorkshire and the Humber, England, YO10 5FN, UK"

+Queensland University of Technology (QUT,-27.4770485,153.028373791304,"QUT Gardens Point Main Library, V, Macgregor Lane, Merthyr, South Brisbane, Brisbane, QLD, 4000, Australia"

+Institute of Computing Technology,34.6988529,135.1936779,"神戸情報大学院大学, フラワーロード, 中央区, 神戸市, 兵庫県, 近畿地方, 650-0001, 日本"

+"University of Houston, Houston, TX, USA",29.7207902,-95.3440627149137,"UH, 4800, Calhoun Road, Houston, Harris County, Texas, 77004, USA"

diff --git a/reports/institutions_not_found/not-found-3.csv b/reports/institutions_not_found/not-found-3.csv
new file mode 100644
index 00000000..e3bc00ca
--- /dev/null
+++ b/reports/institutions_not_found/not-found-3.csv
@@ -0,0 +1,1373 @@
+"MIRACL-FS, University of Sfax"

+"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Science"

+"Division of Computer Engineering, Chonbuk National University, Jeonju-si, Jeollabuk-do"

+"The Blavatnik School of Computer Science, The Tel-Aviv University"

+"Deparment of Computing, Imperial College London, UK"

+"University of Toronto, 6 Kings College Road, Toronto, ON M5S 3G4 CANADA"

+"SSN College of Engineering, Kalavakkam, Tamil Nadu, India"

+"BRIC, University of North Carolina at Chapel Hill, NC 27599, USA"

+"IIE, Universidad de la Rep ublica, Uruguay. 2ECE, Duke University, USA"

+"SRM University, Kattankulathur, Chennai-603 203, Tamilnadu, India"

+"School of Computer Science, University of Birmingham, UK"

+Stevens Institute of Technology  Adobe Systems Inc

+"College of Computers and Information Systems, Umm Al-Qura University, Makkah, KSA"

+"ITCS, Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing"

+Tomas Bata University in Zl n

+"School of Computing and Info. Sciences, Florida International University"

+"Numediart Institute, University of Mons"

+in the College of Engineering and Computer Science

+"Pursuing M.Tech, Caarmel Engineering College, MG University, Kerala, India"

+The University of Queensland in

+"University  Politehnica  of Bucharest, Romania, Address Splaiul Independent ei"

+M. Mark Everingham University of Leeds

+"CVIP Lab, University of Louisville, Louisville, KY, USA"

+"School of Psychology, University of Auckland, Auckland, New Zealand"

+"University of Shef eld, Regent Court, 211 Portobello, Shef eld"

+"Babes Bolyai University, 58-60 Teodor Mihali, C333, Cluj Napoca"

+"Faculty of Telecommunications, Technical University, Sofia, Bulgaria"

+"University of Science, VNU-HCMC, Ho Chi Minh city, Vietnam"

+"RoboticsResearchGroup, UniversityofOxford, Oxford, UK"

+"School of Computer Science, Fudan University, Shanghai, China"

+"BECS, Aalto University, Helsinki, Finland"

+"Beihang University 2Gri th University 3University of York, UK"

+"School of Comm. and Info. Engineering, Beijing University of Posts and Telecom., Beijing China"

+Tsinghua-CUHK Joint Research Center for Media Sciences

+Sabanc  University

+"Viswajyothi College of Engineering and Technology Kerala, India"

+"Fudan University, 2Microsoft Research Asia, 3University of Maryland"

+"School of Computer Science, University of Nottingham"

+"Advanced Digital Sciences Center (ADSC), University of Illinois at Urbana-Champaign, Singapore"

+"University at Buffalo, SUNY"

+"University of Maryland, Center for Automation Research"

+"MRC Laboratory For Molecular Cell Biology, University College London"

+"IslamicAzad University, Qazvin, Iran"

+KIT   University of the State of Baden-W rttemberg and National Laboratory of the Helmholtz Association

+"Research Center  E. Piaggio , University of Pisa, Pisa, Italy, 2 Faculty of Psychology, University of Florence, Florence, Italy"

+"University of Zagreb, Faculty of Electrical Engineering and Computing, Unska 3, 10000 Zagreb, Croatia"

+This article was downloaded from Harvard University s DASH

+"Program of Computational Science and Engineering, Bo gazi ci University"

+"Faculty of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain"

+"DISI, University of Trento, Italy"

+College of Information Engineering

+"Faculty of Information Technology, Barrett Hodgson University, Karachi, Pakistan"

+"bUniversity of Nottingham, School of Computer Science, Nottingham, UK"

+"P. O. Box 4500 FI-90014 University of Oulu, Finland"

+University of California at Berkeley / ICSI

+"Intelligent User Interfaces Lab, Ko c University, Turkey"

+"Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China"

+Honda Fundamental Research Labs

+"Queensland Micro- and Nanotechnology Centre and Grif th School of Engineering, Grif th University"

+"Division of IT Convergence, Daegu Gyeongbuk Institute of Science and Technology"

+"University of Zaragoza, Spain"

+"Assam University, Silchar-788011 Assam University, Silchar"

+"School of Computer Software, Tianjin University, 300072 Tianjin, China"

+"University of Alicante, 03690, San Vicente del Raspeig, Alicante, Spain"

+"Grif th University, QLD, Australia"

+"Ecole Polytechnique Federale de Lausanne, Signal Processing Institute"

+"Lab, University College London, London WC1H 0AP, UK. 3Clinical"

+"Institute for Neural Computation, University of California, San Diego, La Jolla, CA"

+"Asian University, Taichung, Taiwan"

+"The Robotics Institute, Carnegie Mellon University, Pittsburgh PA"

+"Sapienza University of Rome, Italy"

+"University of Milano-Bicocca, Italy"

+"Centre for Quantum Computation and Intelligent Systems, University of Technology Sydney, Sydney, Australia"

+Sponsors: Machine Intelligence Research Labs (MIR Labs

+"University of S ao Paulo - USP, S ao Paulo - Brazil"

+"Machine Perception Laboratory, University of California, San Diego"

+"Ross School of Business, University of Michigan, Ann Arbor, MI, USA"

+"University of Barcelona, Gran Via de les Corts Catalanes 585, 08007 Barcelona, Spain"

+University of Cagliari

+"LIP6, UPMC - Sorbonne University, Paris, France"

+"Baidu Research, USA 3John Hopkins University"

+"Computer Science and Software Engineering, The University of Western Australia"

+"Computer Vision Laboratory, The University of Nottingham"

+"L3S Research Center, Hannover, Germany"

+"Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, CAS"

+"School of Computer Science and Technology, Tianjin University, 300072 Tianjin, China"

+"a Institute of Anatomy I, School of Medicine, Friedrich Schiller University, Germany"

+"he University of Hong Kong, Pokfulam"

+"bSchool of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China"

+"image being generated by the model, include Active Appearance"

+"Institute of Neuroscience, State Key Laboratory of Neuroscience, CAS Center for Excellence in Brain"

+"Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, 15213. USA"

+"f Neuropsychiatry Section, University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"

+"School of Computer Science and Information Systems, Birkbeck College, University of London"

+"Queen Mary, University of London"

+University of Sfax

+SUS college of Engineering and Technology

+"School of Psychology, Cardiff University, Cardiff, CF10 3AT, UK"

+"Faculty of Information Technology, Vietnam National University of Agriculture, Hanoi 10000, Vietnam"

+College of Information Science and Engineering

+"Facial expression  gures prominently in research on almost every aspect of emotion, including psychophys"

+"Institute for Neural Computation, University of California, San Diego"

+"Proto Labs, Inc"

+Institute of Psychology and Behavioral Sciences

+ATR Interpreting Telecommunications Research Laboratories

+Fraunhofer Institute for Integrated Circuits IIS

+"Chalmers University of Technology, SAFER"

+"Computer Vision Research Group, COMSATS Institute of Information"

+"TNLIST, Tsinghua University, Beijing, 100084, China"

+"School of Computer Science, University of Lincoln, U.K"

+"Suhaila N. Mohammed, Baghdad University, College of Science, Baghdad, Iraq"

+"The School of Electrical and Electronic Engineering, Yonsei University, 134 Shinchon-Dong"

+"St. Xavier s Catholic College of Engineering, Nagercoil, India"

+"Applied computing and mechanics laboratory, Swiss Federal Institute of Technology, 1015 Lausanne, Switzerland"

+"Human-friendly Welfare Robotic System Engineering Research Center, KAIST"

+Language Technologies Institute

+Shaheed Zulfikar Ali Bhutto Institute of Science and Technology Islamabad

+"Doctor of Philosophy in Computer Science at Cardi  University, July 24th"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska 25, SI-1000 Ljubljana, Slovenia"

+Northwestern University) to T.E. We thank Vincent De Gardelle for helpful comments on an earlier version of

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta 25, SI-1000 Ljubljana, Slovenia"

+"HOD, St. Joseph College of Information Technology, Songea, Tanzania"

+"Birkbeck College, University of London"

+"The Image Processing and Analysis Lab (LAPI), Politehnica University of Bucharest, Romania"

+"School of Communication Engineering, Hangzhou Dianzi University, Xiasha Higher Education Zone"

+Nokia Bell Labs and University of Oxford

+"PG Scholar, Dr.Pauls Engineering College, Villupuram District, Tamilnadu, India"

+"VISLab, EBUII-216, University of California Riverside"

+"University of Waterloo, Waterloo ON N2L3G1, Canada"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh PA"

+"Institute of Information Science, Academia Sinica, Taipei, Taiwan"

+"Computer Science and Engineering, Easwari Engineering College, India"

+"Faculty of Electrical Engineering, University of Ljubljana, Slovenia"

+"Assiut University, Assiut 71515, Egypt"

+"to visually detectable changes in facial appearance, including blushing and tears. These"

+"Institute of Anthropomatics, Karlsruhe Institute of Technology, Germany"

+"Hasan Kalyoncu University, Gaziantep, Turkey"

+"Computer Science Division, The Open University of Israel"

+"Faculty of Computer and Information Science, University of Ljubljana, Ve cna pot 113, SI-1000 Ljubljana"

+"Facebook AI Research, 2Dartmouth College"

+"Computer Science, Engineering and Mathematics School, Flinders University, Australia"

+"Seattle Paci c University, Seattle, WA 98119-1957, USA"

+"Key Lab. of Machine Perception, School of EECS, Peking University"

+"Electrical and Computer Engineering, University of Auckland, New Zealand"

+"The Blavatnik School of Computer Science, Tel Aviv University, Israel"

+Thesis. Rochester Institute of Technology. Accessed from

+cid:63)Stanford University

+"The Robotics Institute, Carnegie Mellon University"

+"School of Computer and Information Engineering, Nanyang Institute of Technology, Henan, Nanyang, 473000, P.R"

+"Institute of Informatics,  Istanbul Technical University,  Istanbul, 34469, TURKEY"

+State University of Feira de Santana (UEFS

+University of Siegen

+"Neuroscience, Icahn School of Medicine at Mount Sinai, Friedman Brain Institute, New York, NY, United States"

+"M.Tech, Information Technology, Madras Institute of Technology, TamilNadu, India"

+"cid:2)Honda RandD Americas, Inc., Boston, MA, USA"

+tional Taipei University for his help in performing simulations. The author would like to thank Mr. Ming

+"Skolkovo Institute of Science and Technology (Skoltech), Russia"

+"USC IRIS Lab, University of Southern California"

+"Teaching Affairs Office, Chongqing Normal University, Chongqing 401331, China"

+"EEMCS, University of Twente, Netherlands"

+"puter Engineering, National University of Singapore, Singapore (e-mails"

+"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"

+"Electrical and Computer Engineering, The University of Memphis"

+"Held at R.C.Patel Institute of Technology, Shirpur, Dist. Dhule, Maharastra, India"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania"

+"Machine Intelligence Lab (MIL), Cambridge University"

+"Co-Guide, Computer Science, Shah and Anchor Kuttchi Engineering College, Mumbai, India"

+"Nanjing, 210023, China, 4 School of Computer Science and Technology, Nanjing University of Posts and"

+"School of Information Science and Technology, ShanghaiTech University, Shanghai, 200031, China"

+"ISTMT, University of Tunis El Manar Address: 9, Rue Docteur Zouhe r Safi   1006; 3Faculty of Medicine of Tunis; Address"

+"CAS), Institute of Computing Technology, CAS, Beijing, 100190, China"

+"ACRV, The Australian National University  University of Oxford  QUVA Lab, University of Amsterdam"

+"Technology, University of Oradea 410087, Universitatii 1, Romania"

+"University Health Board, Swansea, United Kingdom"

+facultyofmathematicsandnaturalsciencesarti cialintelligence22-09-2016|1ATitleA.UthorRijksuniversiteitGroningenSomeFaculty

+"Institute for Computer Graphics and Vision, Graz University of Technology"

+"School of Computer Engineering, Sejong University, Seoul, Korea"

+"Anatomy and Genetics, University of Oxford, Oxford, United Kingdom; 3The Wellcome"

+"Calgary, 2500 University Dr., N.W. Calgary, AB, Canada T2N 1N4. Tel"

+"Governance, Keio University"

+"cid:63)Queen Mary University of London,  Imperial College London"

+"RGPV University, Indore"

+"Shaanxi Provincial Key Lab on Speech and Image Information Processing, Northwestern Polytechnical University, Xi an, China"

+Honda Research Institute

+"cid:5)School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN. 47907, USA"

+Sarhad University of Science and Information Technology

+"University of Twente, EEMCS, Netherlands"

+"School of Computer Science and Technology, Nanjing University of Science and Technology, China"

+"University of Illinois, Urbana-Champaign University of California, San Diego"

+"Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece"

+"School of Data of Computer Science, Sun Yat-sen University, P.R. China"

+"Michigan State University, East Lansing, MI 48824, U.S.A"

+"Rutgers, The State University of New Jersey, Piscataway, NJ"

+"Asian Institute of Technology, Pathumthani, Thailand"

+"Center for Arti cial Vision Research, Korea University"

+"Korea Electronics Technology Institute, 203-103 B/D 192, Yakdae-Dong"

+"Technical University of Munich, Germany"

+"City University of Hong Kong, Kowloon 999077, Hong Kong, China"

+"Laboratory, University of Houston, Houston, TX, USA"

+"School of Computer Science, University of Lincoln, United Kingdom"

+"School of Electrical and Computer Engineering, RMIT University, Melbourne, Australia"

+"Ponti cal Catholic University of Rio de Janeiro, Brazil"

+"School of Computer Science, Wuyi University, Jiangmen 529020, China"

+Institute of Deep Learning

+"Institute of Information Science, Beijing Jiaotong University, Beijing 100044, P.R. China"

+"Computational Biomedicine Laboratory, University of Houston, Houston, Texas 77204, USA"

+"FI-90014 University of Oulu, Finland"

+"Computer Vision Group, L. D. College of Engineering, Ahmedabad, India"

+"Arts Media and Engineering, Arizona State University"

+University of Beira Interior

+"Institute of Biochemistry, University of Balochistan, Quetta"

+Ho Chi Minh City University of

+"Asia University, Taichung, Taiwan"

+"National Kaohsiung University of Applied Sciences, Kaohsiung, Kaohsiung, Taiwan, ROC"

+"USC Institute for Robotics and Intelligent Systems (IRIS), Los Angeles, CA"

+"New York University Shanghai, 1555 Century Ave, Pudong"

+Facebook 4Texas AandM University 5IBM Research

+"Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland"

+yAristotle University of Thessaloniki

+"School of Electronics and Information Engineering, Tongji University, Caoan Road 4800, Shanghai"

+"CVSSP, University of Surrey"

+ShahidBeheshti University

+"Electronics Engineering, National Institute of Technical Teachers"

+"Sichuan Fine Arts Institute, Chongqing, China"

+"tion [11, 10] is making possible very large scale visual recognition both in my own ongoing work, including"

+"Institute for Electronics, Signal Processing and Communications"

+National Institute of Development Administration

+"EEMCS, University of Twente, The Netherlands"

+UvA-DARE is a service provided by the library of the University of Amsterdam (http://dare.uva.nl

+"College of Sciences, Northeastern University, Shenyang 110819, China"

+"and bDivision of Engineering and Applied Sciences 136-93, California Institute of Technology, Pasadena, CA"

+Dietrich College of Humanities and Social Sciences

+"School of Electronic and Information Engineering, Tongji University, Shanghai, China"

+"School of Information Technology and Electrical Engineering, The University of Queensland"

+"Institute of Systems and Robotics, University of Coimbra, Portugal"

+"Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Guangdong"

+"Center for Automation Research, University of Maryland"

+"Japan, 2 Center for Special Needs Education, Nara University of Education, Nara-shi, Nara"

+University of Science and Technology Beijing

+"Computational Biomedicine Lab, University of Houston, TX, USA"

+Nam k Kemal University

+University of Colorado at Colorado Springs

+University of Freiburg

+"DESTEC, FLSHR Mohammed V University-Agdal, Rabat, Morocco"

+"College of Science, Menou a University, Menou a 32721, Egypt"

+Interactive and Digital Media Institute

+"College of Computer and Information Science, Northeastern University, MA, USA"

+"School of Computer and Information, Hefei University of Technology, Hefei"

+"Research Groups on Intelligent Machines, University of Sfax, Sfax 3038, Tunisia"

+National Institute of Advanced Industrial

+USC Institute for Creative Technologies

+"University of Canberra, Australia,  Data61 - CSIRO and ANU, Australia"

+Institute for Vision Systems Engineering

+"DCMandB, University of Michigan, Ann Arbor, USA 4 SCS, Carnegie Mellon University, Pittsburgh, USA"

+"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"

+eBay Research Labs

+"Research Institute of Child Development and Education, University of Amsterdam, Utrecht, The"

+Howard Hughes Medical Institute (HHMI

+"Research Institute of Shenzhen, Wuhan University, Shenzhen, China"

+"and Modeling, Rutgers University"

+"Institute of Computing, University of Campinas (Unicamp), Campinas, Brazil, e-mail: ander"

+"National Institute of Informatics, Japan"

+"Charotar University of Science and Technology, Changa, India"

+UniversityofMaryland

+"Science and Technology, Sun Yat-Sen University, Guangzhou, China, 3 SYSU-CMU Shunde International"

+"Caarmel Engineering College, MG University, Kerala, India"

+"Universitat Polit cnica de Catalunya, 6 University of Vigo, 7 LIUM, University of Maine"

+"Computer Science and Engineering, University of Michigan, Ann Arbor"

+"J. P. College of Engineering, India"

+"Universite  Catholique de Louvain, Louvain-la-Neuve, Belgium, 4 The Queensland Brain Institute, The"

+"Center for Machine Vision and Signal Analysis (CMVS), University of Oulu, Finland"

+"iCV Research Group, Institute of Technology, University of Tartu, Tartu 50411, Estonia"

+"Engineering Institute, Autonomous University of Baja California, Blvd. Benito Ju rez"

+Technical University of Kaiserslautern

+"M.Tech Student, SSG Engineering College, Odisha, India"

+"learning. As a result of this research, many applications, including video surveillance systems"

+Taizhou University

+"Goldsmiths, University of London, London, UK"

+"China Mobile Research Institute, Xuanwu Men West Street, Beijing"

+"Human and Health Sciences, Swansea University, Swansea, United Kingdom, 3 Abertawe Bro-Morgannwg"

+"Multimodal Computing and Interaction, Saarland University, Germany"

+"School of Computer Science, Northwestern Polytechnical University, China"

+"Intelligent Systems Group, University of Groningen, The Netherlands"

+"Center for Automation Research, UMIACS, University of Maryland, College Park, MD 20742 USA"

+"College of software, Chongqing University of Posts and Telecommunications Chongqing"

+"Vision and Sensing, HCC Lab, ESTeM, University of Canberra"

+"Computer Science and Arti cial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA"

+"P.A. College of Engnineering, Mangalore"

+"Beijing Institute of Technology, Beijing 100081, PR China"

+"M.H Saboo Siddik College of Engineering, University of Mumbai, India"

+"School of Computer Science, Carnegie Mellon University, USA"

+"Computer Science Division, The Open University of Israel, Israel"

+Achariya college of Engineering Technology

+"Courant Institute of Mathematical Sciences and Google Research, New York, NY"

+High Institute of Medical Technologies

+"cid:63) Faculty of Computing, Information Systems and Mathematics, Kingston University London"

+Sun Yat-Sen (Zhongshan) University

+"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia, 2 Sydney Medical"

+"Institute for Infocomm Research, Singapore"

+"ECSE, Rensselaer Polytechnic Institute, Troy, NY"

+"National Institute of Optics, National Research Council, Arnesano, LE, Italy"

+"Xi an Jiaotong University, China"

+"North Dakota State University, Fargo, ND58105, USA"

+University of Twente 2Dublin City University 3Oxford University

+"School of Electrical, Computer and Energy Engineering, Arizona State University"

+"Dr.Pauls Engineering College, Villupuram District, Tamilnadu, India"

+"tum Computation and Intelligent Systems, Faculty of Engineering and Information Technology, University"

+"Machine Intelligence Group, School of Computer Science, Indian Institute of Information Technology and"

+"University of Technology, Guangzhou, 510640, P.R.China"

+"Queen Mary, University of London, E1 4NS, UK"

+University of Wollongong. For further information contact the UOW

+"Engineering, Ton Duc Thang University, 19 Nguyen Huu Tho Street, Ho Chi Minh City, Vietman"

+College of Computer Science and Technology

+"Coordinated Science Lab, University of Illinois at Urbana-Champaign"

+Gangnung-Wonju National University

+"Institute of Digital Media, Peking University, Beijing, 100871, China"

+"Aristotle University of Thessaloniki, Box 451, 54124 Thessaloniki, Greece"

+"cid:2)Imperial College London, U.K"

+"School of Computer Science and Engineering, Southeast University, Nanjing 211189, China"

+"Cognitive Arti cial Intelligence, Utrecht University, Heidelberglaan 6, 3584 CD, Utrecht"

+"School of Computer Science, Northwestern Polytechnical University, P.R.China"

+"Friedrich Schiller University, D-07740 Jena"

+Mahatma Gandhi Institute of Technology

+"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan"

+"Shenzhen Key Lab of CVPR, Shenzhen Institutes of Advanced Technology"

+"Max Planck Institute for Informatics, Saarbr ucken, Germany (MPI-INF.MPG.DE"

+B.S. University of Indonesia

+"University of T ubingen, T ubingen, Germany"

+"School of Computer Science, The University of Adelaide, Australia"

+"University of Amsterdam, Amsterdam, the Netherlands, 2 Leiden University"

+Honda Research Institute USA

+"Rm 1365, Stanford University, 401 Quarry Road, Stanford, CA"

+"Machine Intelligence Laboratory, College of Computer Science, Sichuan University"

+"University of Nottingham, UK, School of Computer Science"

+"Massachusetts Institute of Technology, 2Facebook Applied Machine Learning, 3Dartmouth College"

+"Sogang University, Seoul 121-742, Republic of Korea"

+Imperial College London / Twente University

+"National University of Singapore, 2Shanghai Jiao Tong University"

+"School of Software, Tsinghua University, Beijing 100084, China"

+"SRV Engineering College, sembodai, india"

+Central Mechanical Engineering Research Institute

+"Shenzhen Key Laboratory of Spatial Smart Sensing and Service, Shenzhen University, P.R. China"

+"Gayathri.S, M.E., Vins Christian college of Engineering"

+"Universiteit van Amsterdam, Roeterstraat 15, 1018 WB Amsterdam, The Netherlands"

+"CVSSP, University of Surrey, UK"

+Sanghvi Institute of Management and Science

+"Multimedia Laboratory, The Chinese University of Hong Kong, Hong Kong"

+"U.S. Army Research Laboratory, 2800 Powder Mill Road, Adelphi, MD USA"

+"National Laboratory on Machine Perception, Peking University, Beijing, P.R. China"

+"Computer Science, Beijing Institute of Technology, Beijing 100081, P.R.China"

+College of Information and Electrical Engineering

+"aResearch Scholar, Anna University, Chennai, Inida"

+"School of Computer Science, Tianjin University"

+"Johns Hopkins University, 3400 N. Charles Street, Baltimore, MD 21218, USA"

+"b DEI - University of Padova, Via Gradenigo, 6 - 35131- Padova, Italy"

+"Amsterdam; and 3Center for Experimental Economics and Political Decision Making, University of Amsterdam"

+"Moscow Institute of Physics and Technology, Institutskiy per., 9, Dolgoprudny, 141701, Russia"

+University of California at San Diego

+"Engineering, University of Akron, Akron, OH 44325-3904, USA"

+"DIEI, University of Perugia, Italy"

+"Michigan State University, 3115 Engineering Building"

+"Publication details, including instructions for authors and subscription"

+"Max Planck Institute for Informatics, Saarbr ucken, Germany"

+"iCV Research Group, Institute of Technology, University of Tartu, Tartu 50411, Estonia"

+"University College London, 12 Queen Square, London WC1N 3BG, UK"

+"Jawaharlal Technological University, Anantapur"

+SAMSI and Duke University

+"School of Electrical and Information Engineering, Xi an Jiaotong University, Xi an, China"

+"MISC Laboratory, Constantine 2 University, Constantine, Algeria"

+"SRV Engineering College, sembodai, india"

+"Institute of Computing Technology, CAS"

+Institute of control science and engineering

+National Institute of Informatics

+"Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford, GU2 7XH"

+Institute for Robotics and Intelligent Systems

+St. Anne s College

+"School of Mathematics and Statistics, Xi an Jiaotong University, P. R. China"

+"DSP Lab, Sharif University of Technology, Tehran, Iran"

+"J. P. College of Engineering, India"

+"National Laboratory on Machine Perception, Peking University, Beijing, P.R. China"

+SUS college of Engineering and Technology

+"methods, including graph matching, optical- ow-based"

+"Turin, Italy, 3 Faculty of Humanities, Research Unit of Logopedics, Child Language Research Center, University of Oulu, Oulu"

+"Michigan State University, NEC Laboratories America"

+"Polytechnic University of Milan, Milan, 20156, Italy, 3 Applied Electronics"

+"The Blavatnik School of Computer Science, Tel Aviv University, Israel"

+"School of Information Engineering, Guangdong Medical College, Song Shan Hu"

+"Nanjing University of Information Science and Technology, Nanjing, 210044, China"

+M. Mark Everingham University of Leeds

+University of California at San Diego

+"Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China"

+"PG Scholar, Dr.Pauls Engineering College, Villupuram District, Tamilnadu, India"

+"Cognitive Brain Research Unit, Institute of Behavioural Sciences, University of"

+"Cornell University, Ithaca, NY, U.S.A"

+"Pathological anxiety is associated with disrupted cognitive processing, including working memory and"

+"Carnegie Mellon University, Electrical and Computer Engineering"

+"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China"

+University of Sfax

+"Arts, Commerce and Science College, Gangakhed, M.S, India"

+"Sejong University, 98 Gunja, Gwangjin, Seoul 143-747, Korea"

+"Education, Yunnan Normal University, Kunming, China"

+"Arti cial Intelligence Institute, China"

+"bFaculty of Engineering, International Islamic University, Jalan Gombak, 53100 Kuala Lumpur, Malaysia"

+"University of Zagreb, Faculty of Electrical Engineering and Computing, Unska 3, 10000 Zagreb, Croatia"

+"AncyRijaV, Author is currently pursuing M.E (Software Engineering) in Vins Christian College of"

+"Siemens Corporate Research, 755 College Road East, Princeton, NJ"

+"CAS), Institute of Computing Technology, CAS, Beijing 100190, China"

+"Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"

+"Institute of Biochemistry, University of Balochistan, Quetta"

+"School of Engineering, University of Portsmouth, United Kingdom"

+"S.R.C.E.M, Banmore, RGPV, University, Bhopal, Madhya Pradesh, India"

+"bDiscipline of Business Analytics, The University of Sydney Business School"

+"Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Guangdong"

+"Najafabad Branch, Islamic Azad University"

+"Center for Cognitive Ubiquitous Computing, Arizona State University, Tempe, AZ, USA"

+"The school of Data Science, Fudan University"

+"School of Mathematical Science, Peking University, China"

+"School of Computer Science, The University of Adelaide, Australia"

+Institute of Interdisciplinary Studies in Identity Sciences (IISIS

+"School of Computing, National University of Singapore, SG"

+University of California at Berkeley / ICSI

+"School of Electrical Engineering and Automation, Harbin Institute of Technology"

+Massachusettes Institute of Technology

+"IBM Watson Research Center, Armonk, NY, USA"

+B.S. (Cornell University

+"School of IoT Engineering, Jiangnan University, Wuxi, 214122, China"

+"Assiut University, Assiut 71515, Egypt"

+"Science and Technology, Sun Yat-Sen University, Guangzhou, China, 3 SYSU-CMU Shunde International"

+"SICE, Beijing University of Posts and Telecommunications. 2Center for Imaging Science, Johns Hopkins University"

+Shandong Women s University

+"City University of Hong Kong, Kowloon 999077, Hong Kong, China"

+"School of Computer Science and Technology, Harbin Institute of"

+Northwestern University) to T.E. We thank Vincent De Gardelle for helpful comments on an earlier version of

+"Key Lab. of Machine Perception, School of EECS, Peking University, China"

+"Faculty of Science and Engineering, Waseda University, Tokyo, Japan"

+"School of Information Engineering, Guangdong Medical College, Song Shan Hu"

+"Kurukshetra University, Kurukshetra-136 119, Haryana, INDIA"

+Research Center  E. Piaggio

+"Federal University Technology Akure, PMB 704, Akure, Nigeria"

+Thesis. Rochester Institute of Technology. Accessed from

+"The Robotics Institute, Carnegie Mellon University, 5000 Forbes Ave, PA, USA"

+"Institute of Informatics,  Istanbul Technical University,  Istanbul, 34469, TURKEY"

+"Beihang University 2Gri th University 3University of York, UK"

+"University of Oviedo, Campus de Viesques, 33204 Gij n"

+"Institute for Vision and Graphics, University of Siegen, Germany"

+"P. O. Box 4500 Fin-90014 University of Oulu, Finland"

+Malaviya National Institute of Technology

+"Universiteit van Amsterdam, Roeterstraat 15, 1018 WB Amsterdam, The Netherlands"

+"Engineering and Natural Science, Sabanci University, Istanbul, Turkey"

+"Ecole Polytechnique Federale de Lausanne, Signal Processing Institute"

+"Faculty of Science, University of Amsterdam, The Netherlands"

+National Taiwan University of Science and

+"Graduate School of System Informatics, Kobe University, Kobe, 657-8501, Japan"

+"DPDCE, University IUAV, Santa Croce 1957, 30135 Venice, Italy"

+"School of Computer Science and Engineering, Water Resources University, Hanoi 10000, Vietnam"

+"Institute of Anthropomatics, Karlsruhe Institute of Technology, Germany"

+"CollegePark, MD"

+"Academy of Sciences (Grant No. KGZD-EW-T03), and project MMT-8115038 of the Shun Hing Institute of"

+"School of Computer Science, Wuhan University, P.R. China"

+"School of Electronic and Computer Engineering, Peking University"

+COMSATS Institute of Information Technology Wah Cantt

+yThe University of Tokyo

+"School of Electronics and Computer Engineering, Peking University"

+facultyofmathematicsandnaturalsciencesarti cialintelligence22-09-2016|1ATitleA.UthorRijksuniversiteitGroningenSomeFaculty

+Computer and Vision Research Center

+"Faculty of Computer Science, University of A Coru na, Coru na, Spain"

+"Institute of Radioelectronics, Warsaw University of Technology, Warsaw, Poland"

+"Robotics Institute, Carnegie Mellon University, USA"

+"Paran a Federal University, Curitiba, Brazil"

+"Institute of Information Science, Beijing Jiaotong University, Beijing 100044, P.R. China"

+"Nanjing, 210094, China, 3 School of Automation, Nanjing University of Posts and Telecommunications"

+"Tsinghua University, State Key Lab. of Intelligent"

+PES Modern College of Engg

+K. N. Toosi University of

+"School of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, China"

+Research Center for Information

+"Rowland Institute at Harvard, Cambridge, MA 02142, USA"

+"College of Computer Science, Zhejiang University, Hangzhou, China"

+"School of Computer Science, University of Birmingham, UK"

+"University of Tokyo, 4-6-1 Shirokanedai"

+"Shenzhen Key Laboratory of High Performance Data Mining, Shenzhen Institutes of Advanced Technology"

+Achariya college of Engineering Technology

+"Korea Electronics Technology Institute, Jeonju-si, Jeollabuk-do 561-844, Rep"

+at West Virginia University

+"Grad. School at Shenzhen, Tsinghua University"

+State University of Feira de Santana (UEFS

+"Human and Health Sciences, Swansea University, Swansea, United Kingdom, 3 Abertawe Bro-Morgannwg"

+"Catholic University of Rio de Janeiro, Brazil"

+"Asian Institute of Technology, Pathumthani, Thailand"

+"Indian Institute of Informaiton Technology, Allahabad, India"

+"Indian Institute of Technology, Madras, Chennai 600036, INDIA"

+yAristotle University of Thessaloniki

+Korea Advanced Institute of Science and Technology (KAIST

+"B.S. Abdur Rahman University, Chennai-48, India"

+Imperial College London / Twente University

+University of Chinese Academy of

+Mans eld College

+"LIP6, UPMC - Sorbonne University, Paris, France"

+"University of Santiago de Compostela, Santiago de Compostela, Spain"

+"School of Computer Science, Northwestern Polytechnical University, China"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, 15213. USA"

+"Middlesex University London, 4International Hellenic University"

+"International Islamic University, Islamabad 44000, Pakistan"

+"College of Computing, Georgia Institute of Technology"

+"Australian National University, and NICTA"

+"M.P.M. College, Bhopal, India"

+"California State University, Fullerton, USA"

+"EEMCS, University of Twente Enschede, The Netherlands"

+"IIIS, Tsinghua University"

+"National Tsing Hua University, Hsin-Chu, Taiwan"

+M.S. Brunel University of West London

+"Research Center CENTIA, Electronics and Mechatronics"

+IBM China Research Lab

+"ISTMT, University of Tunis El Manar Address: 9, Rue Docteur Zouhe r Safi   1006; 3Faculty of Medicine of Tunis; Address"

+North Carolina AandT State University

+"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"

+"University of Queensland, School of ITEE, QLD 4072, Australia"

+The Author 2014. Published by Oxford University Press

+"Institute of Automation, Chinese Academy of"

+"University of Lincoln, School of Computer Science, U.K"

+"Research Center  E. Piaggio , University of Pisa, Pisa, Italy, 2 Faculty of Psychology, University of Florence, Florence, Italy"

+"cid:2) Imperial College London, United Kingdom"

+"Principal, Chaithanya Institute of Engineering and Technology, Kakinada, AP, India"

+"State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia"

+"College of Medical Informatics, Chongqing Medical University, Chongqing, China"

+Australian National University and NICTA

+"Waseda University, Tokyo, Japan"

+"School of Computing Sciences, University of East Anglia, Norwich, UK"

+"Beijing University of Posts and Telecommunications, Beijing, China. 2School of"

+German Research Center for Arti cial Intelligence (DFKI

+"Baingio Pinna, University of"

+"abroad, or from public or private research centers"

+"IslamicAzad University, Qazvin, Iran"

+"Institute for Neural Computation, University of California, San Diego"

+"The Blavatnik School of Computer Science, Tel-Aviv University, Israel"

+"GRASP Laboratory, University of Pennsylvania, 3330 Walnut Street, Philadelphia, PA, USA"

+"School of Information Science and Engineering, Central South University, Changsha"

+"Vision Systems, Inc"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta"

+"Graduate School of Information Science, Nagoya University, Japan"

+"DCMandB, University of Michigan, Ann Arbor, USA 4 SCS, Carnegie Mellon University, Pittsburgh, USA"

+"Cognitive Arti cial Intelligence, Utrecht University, Heidelberglaan 6, 3584 CD, Utrecht"

+"School of Computer Science, Carnegie Mellon University, PA, USA"

+"Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Poland"

+"Sathyabama University Old Mamallapuram Road, Chennai, India"

+"Southeast University, Nanjing 211189, China"

+"China-Singapore Institute of Digital Media, Singapore"

+"University of Notre Dame, 2IIIT-Delhi"

+"Image Processing Center, Beihang University"

+"Caarmel Engineering College, MG University, Kerala, India"

+"DESTEC, FLSHR Mohammed V University-Agdal, Rabat, Morocco"

+College of Computer Science and Technology

+"School of Informatics, University of Edinburgh, UK"

+"University of Ljubljana, Faculty of Electrical Engineering, Trzaska 25, 1000 Ljubljana, Slovenia"

+"Iftm University, Moradabad-244001 U.P"

+"Biometric and Image Processing Lab, University of Salerno, Italy"

+"School of Data and Computer Science, Sun Yat-sen University"

+Northeastern University 2Microsoft Research 3City University of New York

+"Massachusetts Institute of Technology, 2Facebook Applied Machine Learning, 3Dartmouth College"

+"University of California at San Diego, La Jolla, CA"

+"University of Technology, Sydney, 15 Broadway, Ultimo, NSW 2007, Australia"

+c(cid:176) Massachusetts Institute of Technology 2006. All rights reserved

+"University of Toronto, Toronto, ON M5S 2G4, Canada"

+"University of California at Irvine, Irvine, CA"

+"University Hospital Jena, Germany"

+"RGPV University, Indore"

+Facebook 4Texas AandM University 5IBM Research

+"Mancha, Spain, Imperial College, London, UK"

+"Division of Information and Computer Engineering, Ajou University, Suwon 443-749, Korea"

+"University of Zaragoza, Spain"

+"Hong Kong Applied Science and Technology Research Institute Company Limited, Hong Kong, China"

+"University of Florence, Italy"

+"Key Laboratory of Machine Perception, Peking University, Beijing"

+"K.S.Rangasamy College of Technology, Namakkal, TamilNadu, India"

+"School of Computer Science and Technology, Shandong Institute of Business and Technology"

+"College of Information and Control Engineering, China University of Petroleum, Qingdao 266580, China"

+"University of Cambridge, UK 2Carnegie Mellon University, USA"

+"Amsterdam; and 3Center for Experimental Economics and Political Decision Making, University of Amsterdam"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr a ka cesta 25, SI-1000 Ljubljana, Slovenia"

+"University of Waterloo, Waterloo ON N2L3G1, Canada"

+"Bo gazic i University, Istanbul, Turkey"

+"Human-friendly Welfare Robotic System Engineering Research Center, KAIST"

+"Kong Polytechnic University, Kowloon, Hong Kong"

+Gangnung-Wonju National University

+"School of Computer Science, Wuyi University, Jiangmen 529020, China"

+"The School of Electrical Electronic and Control Engineering, Kongju National University"

+Taizhou University

+"Technical University in Prague, 166 27 Prague 6, Technick a 2 Czech Republic"

+"ECE dept, University of Miami"

+"Qihoo 360 AI Institute, Beijing, China"

+University of California at Berkeley

+"Institute of Arti cial Intelligence and Cognitive Engineering (ALICE), University of Groningen"

+"Max Planck Institute for Biological Cybernetics, Spemannstr. 38, 72076 T bingen, Germany"

+Research Center and Laboratoire

+"EECS, Syracuse University, Syracuse, NY, USA"

+"University of Cambridge, Computer Laboratory, UK"

+Moradabad Institute of Technology

+"ITCS, Tsinghua University"

+"School of Communication Engineering, Hangzhou Dianzi University, Xiasha Higher Education Zone"

+"Dnyanopasak College Parbhani, M.S, India"

+"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"

+"School of Computer Science and Software Engineering, Shenzhen University"

+"Francis Xavier Engineering College, Tirunelveli, Tamilnadu, India"

+Palo Alto Research Center (PARC

+"Universit  Paris-Dauphine, PSL Research University, CNRS, UMR"

+"Institute of Industrial Science, The University of Tokyo"

+"State Key Laboratory of Integrated Services Networks, Xidian University, Xi an 710071 China"

+"National Tsing-Hua University, Hsin-Chu, Taiwan"

+"BRIC, University of North Carolina at Chapel Hill, NC 27599, USA"

+"University of Kaiserslautern, Gottlieb-Daimler-Str., Kaiserslautern 67663, Germany"

+"S J B Institute of Technology, Bangalore, Karnataka, India"

+"ITEE, The University of Queensland, Australia"

+"ECE, National University of Singapore, Singapore"

+Central Mechanical Engineering Research Institute

+"UC Lab, Kyung Hee University, Yongin-Si 446-701, Korea"

+"The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong"

+"Computer Science and Engineering, Anna University, India"

+"QCIS Centre, FEIT, University of Technology, Sydney, NSW 2007, Australia"

+"Software, Jiangxi Normal University, Nanchang, China, 4 School of Statistics, Capital University of"

+"Intelligent Systems Group, University of Groningen, The Netherlands"

+Curtin University of Technology

+"f Neuropsychiatry Section, University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"

+"Chandigarh Engg. College, Mohali, Punjab, India"

+"Rm 1365, Stanford University, 401 Quarry Road, Stanford, CA"

+"Tsinghua-CUHK Joint Research Center for Media Sciences, Technologies and Systems"

+"Human Computer Interaction Lab., Samsung Advanced Institute of Technology, Korea"

+"School of Psychology, University of Central Lancashire"

+"Computational Biomedicine Laboratory, University of Houston, Houston, Texas 77204, USA"

+"MES College of Engineering, Kuttippuram"

+"Korean Research Institute of Standards and Science (KRISS), Korea"

+"Final Year Student, M.Tech IT, Vel Tech Dr. RR andDr. SR Technical University, Chennai"

+"School of Computer Science, The University of Nottingham"

+"USC Institute for Robotics and Intelligent Systems (IRIS), Los Angeles, CA"

+via Institute of Electrical and Electronic Engineers at http://dx.doi.org/10.1109/TIP.2014.2367321. Please refer to

+"Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece"

+University of Applied Sciences Darmstadt - CASED

+Sponsors: Machine Intelligence Research Labs (MIR Labs

+"Aarhus University, Finlandsgade 22 8200 Aarhus N, Denmark"

+"Birkbeck College, University of London"

+"School of Data and Computer Science, Sun Yat-sen University, P.R.China"

+"iMinds - Ghent University, Technologiepark 15, B-9052 Ghent, Belgium"

+"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. 2Advanced Digital Sciences Center, Singapore"

+"University of California, Los Angeles"

+"Institute of Computing, University of Campinas (Unicamp), Campinas, Brazil, e-mail: ander"

+"School of Electronic and Computer Engineering, Peking University"

+"RGPV University, Indore"

+"School of Engineering, University of Portsmouth, United Kingdom"

+"M.Tech Scholar, MES College of Engineering, Kuttippuram"

+"Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"

+"LITIS EA 4108-QuantIF Team, University of Rouen, 22 Boulevard Gambetta, 76183 Rouen Cedex, France"

+"Exploratory Computer Vision Group, IBM T. J. Watson Research Center"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta"

+"K.S.R. College Of Engineering, Tiruchengode, India"

+"Lab, University College London, London WC1H 0AP, UK. 3Clinical"

+"University of Tokyo, 4-6-1 Shirokanedai"

+"Henan University of Traditional Chinese Medicine, Henan, Zhengzhou, 450000, P.R. China"

+yAristotle University of Thessaloniki

+"School of Data Science, Fudan University, China"

+University of Applied Sciences Darmstadt - CASED

+"School of Communication Engineering, Hangzhou Dianzi University, Xiasha Higher Education Zone"

+"School of Electrical and Computer Engineering, RMIT University"

+"Massachusetts Institute of Technology, 2Facebook Applied Machine Learning, 3Dartmouth College"

+"Chandigarh Engg. College, Mohali, Punjab, India"

+"RoboticsResearchGroup, UniversityofOxford, Oxford, UK"

+"Faculty of EEMCS, Delft University of Technology, The Netherlands"

+China University of Mining and Technol

+"University of Technology, Sydney, 15 Broadway, Ultimo, NSW 2007, Australia"

+"The Blavatnik School of Computer Science, Tel-Aviv University, Israel"

+Copyright for the publications made accessible via the Queen's University Belfast Research Portal is retained by the author(s) and / or other

+"QCIS Centre, FEIT, University of Technology, Sydney, NSW 2007, Australia"

+"School of Electronics and Computer Engineering, Peking University"

+"Catholic University of Rio de Janeiro, Brazil"

+"Human Computer Interaction Lab., Samsung Advanced Institute of Technology, Korea"

+University of Washington and Google Inc

+Imperial College London / Twente University

+c(cid:176) Massachusetts Institute of Technology 2006. All rights reserved

+"University of Zaragoza, Spain"

+"Siemens Corporate Research, 755 College Road East, Princeton, NJ"

+"School of Information Science and Technology, Northwestern University, Xi an710127, Shanxi, China"

+Mme Tinne Tuytelaars Katholieke Universiteit Leuven

+"Key Lab. of Machine Perception, School of EECS, Peking University, China"

+"Dartmouth College, 6211 Sudiko  Lab, Hanover, NH 03755, USA"

+"School of Psychology, Cardiff University, Cardiff, CF10 3AT, UK"

+"Shaoguan University, Da Tang Lu"

+"International Islamic University, Islamabad 44000, Pakistan"

+"Engineering and Natural Science, Sabanci University, Istanbul, Turkey"

+"School of Information Science and Technology, Northwestern University, Xi an710127, Shanxi, China"

+"Computer Science Division, The Open University of Israel, Israel"

+Mans eld College

+"PanimalarInstitute of Technology, Tamilnadu, India"

+"Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece"

+"University of Lincoln, School of Computer Science, U.K"

+"School of Computer Science and Software Engineering, Shenzhen University"

+"Research Center  E. Piaggio , University of Pisa, Pisa, Italy, 2 Faculty of Psychology, University of Florence, Florence, Italy"

+"Faculty of Engineering and Natural Sciences, Sabanc  University,  stanbul, Turkey"

+"P.G. Student, SRV Engineering College, sembodai, India"

+"Najafabad Branch, Islamic Azad University"

+Ho Chi Minh City University of Science

+"School of Computer Science, The University of Adelaide, Australia"

+"Ecole Polytechnique Federale de Lausanne, Signal Processing Institute"

+"School of Electronic and Computer Engineering, Peking University"

+"School of Electronic Engineering and Computer Science, Peking University, 100871, China"

+"Institute of Industrial Science, The University of Tokyo"

+"School of Computer Science and Technology, Shandong Institute of Business and Technology"

+"in signed languages, including American Sign Language (ASL). Gestures such"

+"Science and Technology, Sun Yat-Sen University, Guangzhou, China, 3 SYSU-CMU Shunde International"

+"BECS, Aalto University School of Science and Technology, Finland"

+"College of Medical Informatics, Chongqing Medical University, Chongqing, China"

+"State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin, China"

+"Amazon, Inc"

+"Correspondence should be addressed to: Astrid C. Homan, University of Amsterdam, Weesperplein"

+Mitsubishi Electric Research Laboratory

+"Human and Health Sciences, Swansea University, Swansea, United Kingdom, 3 Abertawe Bro-Morgannwg"

+"Laboratory, University of Houston, Houston, TX, USA"

+"Exploratory Computer Vision Group, IBM T. J. Watson Research Center"

+"The school of Data Science, Fudan University"

+College of Image Arts and Sciences

+"RoboticsResearchGroup, UniversityofOxford, Oxford, UK"

+"b Computer Science, School of Electrical and Data Engineering, University of Technology, Sydney"

+Australian National University and NICTA

+"Rowland Institute at Harvard, Cambridge, MA 02142, USA"

+"GRASP Laboratory, University of Pennsylvania, 3330 Walnut Street, Philadelphia, PA, USA"

+"Kong Polytechnic University, Kowloon, Hong Kong"

+"Rm 1365, Stanford University, 401 Quarry Road, Stanford, CA"

+"Center for Automation Research, University of Maryland"

+"Chonbuk National University, Jeonju 561-756, Korea"

+c(cid:13)The Chinese University of Hong Kong

+"cid:63) Faculty of Computing, Information Systems and Mathematics, Kingston University London"

+"Computer Science, Brown University, Providence, RI, USA"

+Institute of Interdisciplinary Studies in Identity Sciences (IISIS

+"Institute of Biochemistry, University of Balochistan, Quetta"

+"ITCS, Tsinghua University"

+"Korea Electronics Technology Institute, Jeonju-si, Jeollabuk-do 561-844, Rep"

+A dissertation submitted to the University of Bristol in accordance with the requirements

+"Universit  Paris-Dauphine, PSL Research University, CNRS, UMR"

+"University of Kaiserslautern, Gottlieb-Daimler-Str., Kaiserslautern 67663, Germany"

+University of California at Berkeley / ICSI

+"ECE, National University of Singapore, Singapore"

+"Institute of Automation, Chinese Academy of"

+This work was supported in part by National Institute of Mental Health Award R01 MH 087610 to T.E

+"Sogang University, Seoul 121-742, Republic of Korea"

+"Deprtment of Computer Science and Engineering, JNTUA College of Engineering, India"

+"City University of Hong Kong, Kowloon 999077, Hong Kong, China"

+"School of Data and Computer Science, Sun Yat-sen University, P.R.China"

+"West Virginia University, Morgantown, West Virginia, United States of America, 2. IIIT Delhi, New Delhi"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, PA"

+"S J B Institute of Technology, Bangalore, Karnataka, India"

+"School of Information Science and Engineering, Southeast University, Nanjing, China"

+"Principal, Chaithanya Institute of Engineering and Technology, Kakinada, AP, India"

+"K.S.R. College Of Engineering, Tiruchengode, India"

+"Institute of Arti cial Intelligence and Cognitive Engineering (ALICE), University of Groningen"

+"School of Computer Science and Engineering, Nanjing University of Science and Technology"

+Formerly: Texas AandM University

+"IslamicAzad University, Qazvin, Iran"

+K. N. Toosi University of

+"Key Lab. of Machine Perception, School of EECS, Peking University, China"

+"School of Electronics Engineering and Computer Science, Peking University"

+"USC Institute for Robotics and Intelligent Systems (IRIS), Los Angeles, CA"

+Achariya college of Engineering Technology

+"School of Information Systems, Singapore Management University, Singapore"

+"Tsinghua-CUHK Joint Research Center for Media Sciences, Technologies and Systems"

+"Institute of Neuroscience, State Key Laboratory of Neuroscience, CAS Center for Excellence in Brain"

+"Bo gazic i University, Istanbul, Turkey"

+Research Center and Laboratoire

+"Division of Information and Computer Engineering, Ajou University, Suwon 443-749, Korea"

+"UniversityofMaryland, CollegePark, MD"

+"Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"

+"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"

+"Catholic University of Rio de Janeiro, Brazil"

+"Middlesex University London, 4International Hellenic University"

+"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. 2Advanced Digital Sciences Center, Singapore"

+University of Applied Sciences Darmstadt - CASED

+"Computer Science and Engineering, Anna University, India"

+"International Islamic University, Islamabad 44000, Pakistan"

+"University of Notre Dame, 2IIIT-Delhi"

+"Alin Moldoveanu, Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest"

+IBM China Research Lab

+"cid:2) Imperial College London, United Kingdom"

+"Indian Institute of Technology, Madras"

+"CVSSP, University of Surrey"

+Curtin University of Technology

+"SICE, Beijing University of Posts and Telecommunications. 2Center for Imaging Science, Johns Hopkins University"

+German Research Center for Arti cial Intelligence (DFKI

+"Robotics Institute, Carnegie Mellon University, USA"

+"Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular"

+Research Center for Information

+"Advanced Engineering, The Chinese University of Hong Kong"

+"Image Processing Center, Beihang University"

+"University of Barcelona, Gran Via de les Corts Catalanes 585, 08007 Barcelona, Spain"

+"California State University, Fullerton, USA"

+"School of Information Science and Technology, Sun Yat-sen University, China"

+"Games Studio, Faculty of Engineering and IT, University of Technology, Sydney"

+"Interactive and Digital Media Institute, National University of Singapore, SG"

+"University of Technology, Sydney, 15 Broadway, Ultimo, NSW 2007, Australia"

+"National Tsing-Hua University, Hsin-Chu, Taiwan"

+"f Neuropsychiatry Section, University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"

+"DPDCE, University IUAV, Santa Croce 1957, 30135 Venice, Italy"

+"National Tsing Hua University, Hsin-Chu, Taiwan"

+"School of Electronics and Computer Engineering, Peking University"

+"School of IoT Engineering, Jiangnan University, Wuxi, 214122, China"

+"School of Computer Science, Sichuan University, Chengdu, China"

+"Tsinghua University, State Key Lab. of Intelligent"

+"Faculty of Electrical Engineering, University of Ljubljana, Slovenia"

+"Institute of Anthropomatics, Karlsruhe Institute of Technology, Germany"

+"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"

+"School of Communication Engineering, Hangzhou Dianzi University, Xiasha Higher Education Zone"

+"Computer Vision Group, Friedrich Schiller University of Jena, Germany"

+"University of Pisa, Largo Lucio"

+"Institute of Systems and Robotics, University of Coimbra, Portugal"

+B.S. (Cornell University

+"Center for Brains, Minds and Machines, McGovern Institute, MIT"

+Facebook 4Texas AandM University 5IBM Research

+National Taiwan University of Science and

+"Engineering, G.H.Raisoni College of Engineering"

+"Human Computer Interaction Lab., Samsung Advanced Institute of Technology, Korea"

+"Shenzhen Key Laboratory of High Performance Data Mining, Shenzhen Institutes of Advanced Technology"

+"and education use, including for instruction at the authors institution"

+"Southeast University, Nanjing 211189, China"

+"School of Computer Science and Engineering, Sichuan University, China"

+"Universiteit van Amsterdam, Roeterstraat 15, 1018 WB Amsterdam, The Netherlands"

+"Deparment of Computer Science, Queen Mary, University of London, London, E1 4NS, UK"

+"Jawaharlal Technological University, Anantapur"

+"School of Computing Sciences, University of East Anglia, Norwich, UK"

+China University of Mining and Technol

+"KAUST1, University of Amsterdam2, Qualcomm Technologies, Inc"

+"Language and Brain Lab, Simon Fraser University, Canada"

+Mme Tinne Tuytelaars Katholieke Universiteit Leuven

+"Center for Automation Research, UMIACS, University of Maryland, College Park, MD 20742 USA"

+"P. O. Box 4500 Fin-90014 University of Oulu, Finland"

+"School of Data and Computer Science, Sun Yat-sen University"

+"School of Electrical Engineering and Automation, Harbin Institute of Technology"

+"UC Lab, Kyung Hee University, Yongin-Si 446-701, Korea"

+Massachusettes Institute of Technology

+Submitted to the Institute for Graduate Studies in

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta"

+"Held at R.C.Patel Institute of Technology, Shirpur, Dist. Dhule, Maharastra, India"

+"bDiscipline of Business Analytics, The University of Sydney Business School"

+"Electronics and Computer Science, University of Southampton, Southampton, Hampshire"

+"QCIS Centre, FEIT, University of Technology, Sydney, NSW 2007, Australia"

+"Academy of Sciences (Grant No. KGZD-EW-T03), and project MMT-8115038 of the Shun Hing Institute of"

+Sponsors: Machine Intelligence Research Labs (MIR Labs

+"Gatsby Computational Neuroscience Unit, University College London, London, UK"

+"Indian Institute of Technology, Madras, Chennai 600036, INDIA"

+"China-Singapore Institute of Digital Media, Singapore"

+Datta Meghe College of Engineering

+"College of Computer and Information Science, Southwest University, Chongqing 400715, China"

+"Institute for Vision and Graphics, University of Siegen, Germany"

+"Islamic Azad University, Qazvin, Iran"

+"The Open University of Israel, Israel"

+Nanjing University of Science and

+"School of Mathematical Science, Peking University, China"

+"University of Santiago de Compostela, Santiago de Compostela, Spain"

+"Human-friendly Welfare Robotic System Engineering Research Center, KAIST"

+University of California at Berkeley / ICSI

+"Universiteit van Amsterdam, Roeterstraat 15, 1018 WB Amsterdam, The Netherlands"

+University of California at Berkeley

+"Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Poland"

+"School of Computing, Staffordshire University"

+"Beijing University of Posts and Telecommunications, Beijing, China. 2School of"

+"School of Electrical Engineering and Automation, Harbin Institute of Technology"

+"Massachusetts Institute of Technology, 2Facebook Applied Machine Learning, 3Dartmouth College"

+"Information Engineering, P. O. Box 4500 FI-90014 University of Oulu, Finland"

+Max Planck Institute f ur biologische Kybernetik

+"Games Studio, Faculty of Engineering and IT, University of Technology, Sydney"

+"Engineering, University of Dundee"

+"Human and Health Sciences, Swansea University, Swansea, United Kingdom, 3 Abertawe Bro-Morgannwg"

+"Henan University of Traditional Chinese Medicine, Henan, Zhengzhou, 450000, P.R. China"

+"School of Information Engineering, Guangdong Medical College, Song Shan Hu"

+"VSB Technical University of Ostrava, 17. listopadu 15, 708 33 Ostrava, Czech Republic"

+Mme Tinne Tuytelaars Katholieke Universiteit Leuven

+A dissertation submitted to the University of Bristol in accordance with the requirements

+"Graduate School of System Informatics, Kobe University, Kobe, 657-8501, Japan"

+"abroad, or from public or private research centers"

+This work was supported in part by National Institute of Mental Health Award R01 MH 087610 to T.E

+"Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA"

+"Australian National University, and NICTA"

+"GRASP Laboratory, University of Pennsylvania, 3330 Walnut Street, Philadelphia, PA, USA"

+and the institute of engineering and science

+"Deparment of Computer Science, Queen Mary, University of London, London, E1 4NS, UK"

+"aDivision of Biology and Biological Engineering 156-29, Howard Hughes Medical Institute, California Institute of Technology, Pasadena, CA"

+"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences"

+"DPDCE, University IUAV, Santa Croce 1957, 30135 Venice, Italy"

+Sponsors: Machine Intelligence Research Labs (MIR Labs

+"Qihoo 360 AI Institute, Beijing, China"

+"State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia"

+"Faculty of Engineering and Natural Sciences, Sabanc  University,  stanbul, Turkey"

+"Center for Information Science, Peking University, Beijing 100871, China"

+"Alin Moldoveanu, Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest"

+"City University of Hong Kong, Kowloon 999077, Hong Kong, China"

+"Waseda University, Tokyo, Japan"

+"College of Medicine, Seoul National University"

+"School of Data and Computer Science, Sun Yat-Sen University, China"

+"University  Politehnica  of Bucharest, Romania, Address Splaiul Independent ei"

+Submitted to the Institute for Graduate Studies in

+"PanimalarInstitute of Technology, Tamilnadu, India"

+"Engineering Institute, Autonomous University of Baja California, Blvd. Benito Ju rez"

+"LITIS EA 4108-QuantIF Team, University of Rouen, 22 Boulevard Gambetta, 76183 Rouen Cedex, France"

+"University of Zaragoza, Spain"

+"Shaoguan University, Da Tang Lu"

+"Rm 1365, Stanford University, 401 Quarry Road, Stanford, CA"

+"California State University, Fullerton, USA"

+"ZHAW Datalab, Zurich University of Applied Sciences"

+University of Applied Sciences Darmstadt - CASED

+"Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel"

+"University of Ljubljana, Faculty of Electrical Engineering, Trzaska 25, 1000 Ljubljana, Slovenia"

+"School of Computer Science, Wuyi University, Jiangmen 529020, China"

+"School of Information Science and Engineering, Southeast University, Nanjing, China"

+"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"

+"The School of Electrical Electronic and Control Engineering, Kongju National University"

+"to process in all the illumination conditions, including total"

+Mitsubishi Electric Research Laboratory

+"Grad. School at Shenzhen, Tsinghua University"

+"Kurukshetra University, Kurukshetra-136 119, Haryana, INDIA"

+"School of Information Science and Technology, Sun Yat-sen University, China"

+"School of Info. and Commu. Engineering, Beijing University of Posts and Telecommunications"

+"M.Tech Scholar, MES College of Engineering, Kuttippuram"

+Northeastern University 2Microsoft Research 3City University of New York

+Korea Advanced Institute of Science and Technology (KAIST

+"Institute of Anthropomatics, Karlsruhe Institute of Technology, Germany"

+"University of Notre Dame, 2IIIT-Delhi"

+"Research Center  E. Piaggio , University of Pisa, Pisa, Italy, 2 Faculty of Psychology, University of Florence, Florence, Italy"

+"IBM Watson Research Center, Armonk, NY, USA"

+"Middlesex University London, 4International Hellenic University"

+Australian National University and NICTA

+"UniversityofMaryland, CollegePark, MD"

+"University of Freiburg, Instit ut f ur Informatik"

+"Aarhus University, Finlandsgade 22 8200 Aarhus N, Denmark"

+"Institute for Neural Computation, University of California, San Diego"

+"School of Computing, National University of Singapore, SG"

+"Intelligent Systems Group, University of Groningen, The Netherlands"

+"School of Data and Computer Science, Sun Yat-sen University"

+"School of Computer Science and Software Engineering, Shenzhen University"

+"School of Mathematical Science, Peking University, China"

+"KAUST1, University of Amsterdam2, Qualcomm Technologies, Inc"

+"Faculty of Computer Science, Dalhousie University, Halifax, Canada"

+"International Islamic University, Islamabad 44000, Pakistan"

+"Image Processing Center, Beihang University"

+"School of Computer Science and Technology, Harbin Institute of"

+Dalle Molle Institute for Arti cial Intelligence

+"Dnyanopasak College Parbhani, M.S, India"

+"Current Address: Research Institute of Child Development and Education, University of Amsterdam"

+IBM China Research Lab

+"Shenzhen Key Laboratory of High Performance Data Mining, Shenzhen Institutes of Advanced Technology"

+"The Remote Sensing Technology Institute (IMF), German Aerospace Center"

+Nanjing University of Science and

+"SRI International, Menlo Park California / *Brooklyn College, Brooklyn New York"

+"Research Institute of Child Development and Education, University of Amsterdam, Utrecht, The"

+"Tsinghua University, State Key Lab. of Intelligent"

+"Chandigarh Engg. College, Mohali, Punjab, India"

+"Shaanxi Provincial Key Lab on Speech and Image Information Processing, Northwestern Polytechnical University, Xi an, China"

+University of Wollongong. For further information contact the UOW

+"School of Psychology, University of Central Lancashire"

+"RGPV University, Indore"

+"P. O. Box 4500 Fin-90014 University of Oulu, Finland"

+University of Washington and Google Inc

+"United States of America, State University of New York Albany, Albany"

+"engineering, Government College of Engineering Kannur, Kerala, India"

+"RoboticsResearchGroup, UniversityofOxford, Oxford, UK"

+facultyofmathematicsandnaturalsciencesarti cialintelligence22-09-2016|1ATitleA.UthorRijksuniversiteitGroningenSomeFaculty

+"UC Lab, Kyung Hee University, Yongin-Si 446-701, Korea"

+"Nokia Research Center, Tampere, Finland"

+"Technical University in Prague, 166 27 Prague 6, Technick a 2 Czech Republic"

+Research Center for Information

+Research Center  E. Piaggio

+"The Robotics Institute, Carnegie Mellon University, 5000 Forbes Ave, PA, USA"

+"Institute of Software, Chinese Academy of Sciences, Beijing 100190, China"

+"School of Computer Science, The University of Nottingham"

+"School of Computer Science, Carnegie Mellon University, PA, USA"

+B.S. (Cornell University

+"Lab, University College London, London WC1H 0AP, UK. 3Clinical"

+Taizhou University

+"Center for Cognitive Ubiquitous Computing, Arizona State University, Tempe, AZ, USA"

+"LIP6, UPMC - Sorbonne University, Paris, France"

+"School of Computer Science and Technology, Tianjin University, China"

+"Sorbonne Universit s, UPMC University Paris 06, Paris, France"

+"Center for Brain Science, Harvard University, Cambridge, MA 02138 USA"

+"Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece"

+"Biometric and Image Processing Lab, University of Salerno, Italy"

+"ITEE, The University of Queensland, Australia"

+"Interdisciplinary Program in Visual Information Processing, Korea University, Seoul, Korea"

+"School of Electronic and Information Engineering, Beihang University, Beijing, 100191, China"

+PES Modern College of Engg

+Facebook 4Texas AandM University 5IBM Research

+"Institute of Information Science, Beijing Jiaotong University, Beijing 100044, P.R. China"

+"University Hospital Jena, Germany"

+"GREYC UMR CNRS 6072 ENSICAEN-Image Team, University of Caen Basse-Normandie, 6 Boulevard Mar echal Juin"

+"b School of Business, Reykjavik University, Reykjavik, Iceland"

+University of Bristol - Explore Bristol Research

+COMSATS Institute of Information Technology Wah Cantt

+Moradabad Institute of Technology

+via Institute of Electrical and Electronic Engineers at http://dx.doi.org/10.1109/TIP.2014.2367321. Please refer to

+"Samsung RandD Institute America - Dallas, 1301 East Lookout Drive, Richardson, TX 75082, USA"

+Copyright for the publications made accessible via the Queen's University Belfast Research Portal is retained by the author(s) and / or other

+"Federal Institute of Science and Technology, Mookkannoor"

+"Hong Kong Applied Science and Technology Research Institute Company Limited, Hong Kong, China"

+"School of Computer and Information Engineering, Nanyang Institute of Technology, Henan, Nanyang, 473000, P.R"

+"School of Computer Science and Engineering, South China University of Technology, Guangzhou 510006, China"

+"Laboratory, University of Houston, Houston, TX, USA"

+"College of Computer Science and Technology, Chongqing"

+State University of Feira de Santana (UEFS

+National Taiwan University of Science and

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, PA"

+"School of IoT Engineering, Jiangnan University, Wuxi, 214122, China"

+"School of Computer Science and Engineering, South China University of Technology"

+"Center for Automation Research, UMIACS, University of Maryland, College Park, MD 20742 USA"

+Malaviya National Institute of Technology

+"School of Electronics Engineering and Computer Science, Peking University"

+"Advanced Digital Sciences Center (ADSC), University of Illinois at Urbana-Champaign, Singapore"

+"Indian Institute of Technology, Madras, Chennai 600036, INDIA"

+"Institute of Industrial Science, The University of Tokyo"

+"Faculty of Science, University of Amsterdam, The Netherlands"

+Formerly: Texas AandM University

+"USC Institute for Robotics and Intelligent Systems (IRIS), Los Angeles, CA"

+University of Chinese Academy of

+"College of Computing, Georgia Institute of Technology"

+"School of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, China"

+"Kong Polytechnic University, Kowloon, Hong Kong"

+"Francis Xavier Engineering College, Tirunelveli, Tamilnadu, India"

+"and IBUG [32]. All of them cover large variations, including different"

+"Computer Science, Engineering and Mathematics School, Flinders University, Australia"

+"Bo gazic i University, Istanbul, Turkey"

+"University of the South Paci c, Fiji"

+"and 2Center for Cognitive Neuroscience, Duke University, Durham, North Carolina 27708"

+"Affiliated to Guru Gobind Singh Indraprastha University, Delhi, India"

+Institute of Interdisciplinary Studies in Identity Sciences (IISIS

+"DCMandB, University of Michigan, Ann Arbor, USA 4 SCS, Carnegie Mellon University, Pittsburgh, USA"

+Achariya college of Engineering Technology

+Shandong Women s University

+"Interactive and Digital Media Institute, National University of Singapore, SG"

+"University of Barcelona, Gran Via de les Corts Catalanes 585, 08007 Barcelona, Spain"

+"Language and Brain Lab, Simon Fraser University, Canada"

+"School of Computer Science, Northwestern Polytechnical University, China"

+"Paran a Federal University, Curitiba, Brazil"

+"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China"

+"University of Cambridge, Computer Laboratory, UK"

+"School of Computer Science, The University of Manchester"

+"USA, 2Unit for Experimental Psychiatry, University of Pennsylvania School of Medicine"

+B.S. University of Indonesia

+"Jawaharlal Technological University, Anantapur"

+"Institute of Automation, Chinese Academy of"

+"Key Laboratory of Machine Perception, Peking University, Beijing"

+"State Key Lab of CADandCG, College of Computer Science, Zhejiang University, Hangzhou, China"

+"Toyota College, 2-1 Eisei, Toyota-shi, Aichi, 471-8525 Japan"

+"Dartmouth College, 6211 Sudiko  Lab, Hanover, NH 03755, USA"

+"Vision Systems, Inc"

+c(cid:176) Massachusetts Institute of Technology 2006. All rights reserved

+China University of Mining and Technol

+"ECE dept, University of Miami"

+"University of Technology, Guangzhou, 510640, P.R.China"

+"CAS), Institute of Computing Technology, CAS, Beijing 100190, China"

+Mans eld College

+"P.G. Student, SRV Engineering College, sembodai, India"

+"f Neuropsychiatry Section, University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"

+"School of Computer Science, University of Birmingham, UK"

+"Learning Systems Group, California Institute of Technology"

+Curtin University of Technology

+"The school of Data Science, Fudan University"

+"The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong"

+"Division of Computer Science, University of California, Berkeley, CA, USA e-mail"

+"School of Engineering, University of Portsmouth, United Kingdom"

+"School of Information Systems, Singapore Management University, Singapore"

+"CollegePark, MD"

+"Gatsby Computational Neuroscience Unit, University College London, London, UK"

+"Faculty of Electrical Engineering, University of Ljubljana, Slovenia"

+"Rowland Institute at Harvard, Cambridge, MA 02142, USA"

+"National Institute of Optics, National Research Council, Arnesano, LE, Italy"

+"Assiut University, Assiut 71515, Egypt"

+"PG Scholar, Hindusthan College of Engineering and Technology, Coimbatore, India"

+"School of Psychology, Cardiff University, Cardiff, CF10 3AT, UK"

+"School of Communication Engineering, Hangzhou Dianzi University, Xiasha Higher Education Zone"

+"University of Toronto, Toronto, ON M5S 2G4, Canada"

+"EECS, Syracuse University, Syracuse, NY, USA"

+Massachusetts Institute of Technology Rapporteur

+"Software, Jiangxi Normal University, Nanchang, China, 4 School of Statistics, Capital University of"

+"Science and Technology, Sun Yat-Sen University, Guangzhou, China, 3 SYSU-CMU Shunde International"

+"Sathyabama University Old Mamallapuram Road, Chennai, India"

+"University of Oradea 410087, Universitatii 1, Romania"

+"Heilongjiang University, College of Computer Science and Technology, China"

+"Faculty of Computer Science, University of A Coru na, Coru na, Spain"

+"University of Cambridge, UK 2Carnegie Mellon University, USA"

+"Sogang University, Seoul 121-742, Republic of Korea"

+"Final Year Student, M.Tech IT, Vel Tech Dr. RR andDr. SR Technical University, Chennai"

+"VISILAB group, University of Castilla-La Mancha, E.T.S.I.Industriales, Avda. Camilo Jose Cela s.n, 13071 Spain"

+"Korean Research Institute of Standards and Science (KRISS), Korea"

+"IIIT-Delhi, India, 2West Virginia University"

+"Key Lab. of Machine Perception, School of EECS, Peking University, China"

+"and education use, including for instruction at the authors institution"

+"School of Computer Science, Sichuan University, Chengdu, China"

+"Graduate School of Information Science, Nagoya University, Japan"

+"Electronics and Computer Science, University of Southampton, Southampton, Hampshire"

+"School of Electronic Engineering and Computer Science, Peking University, 100871, China"

+"Computer Science, Brown University, Providence, RI, USA"

+"School of Data Science, Fudan University, China"

+"Institute of Deep Learning, Baidu Research"

+"Faculty of Information Technology, Vietnam National University of Agriculture, Hanoi 10000, Vietnam"

+"School of Computer Science, Wuhan University, P.R. China"

+"Human Computer Interaction Lab., Samsung Advanced Institute of Technology, Korea"

+"Center for Computational Biomedicine Imaging and Modeling Center, Rutgers University, New Brunswick, NJ"

+"NEC Laboratories America, Inc"

+"b Computer Science, School of Electrical and Data Engineering, University of Technology, Sydney"

+Northwestern University) to T.E. We thank Vincent De Gardelle for helpful comments on an earlier version of

+"University of Kaiserslautern, Gottlieb-Daimler-Str., Kaiserslautern 67663, Germany"

+"Siemens Corporate Research, 755 College Road East, Princeton, NJ"

+"cid:2) Imperial College London, United Kingdom"

+"Computational Biomedicine Laboratory, University of Houston, Houston, Texas 77204, USA"

+Moradabad Institute of Technology

+"Narayana Pharmacy College, Nellore, India"

+"LIP6, UPMC - Sorbonne University, Paris, France"

+"University of California, Los Angeles"

+"Beijing University of Posts and Telecommunications, Beijing, China. 2School of"

+yAristotle University of Thessaloniki

+"College of Information and Communication Engineering, Sungkyunkwan University, Suwon-si, Gyeonggi"

+"School of Information Science and Engineering, Central South University, Changsha"

+University of Washington and Google Inc

+"Center for Automation Research, University of Maryland, College Park, MD 20742, USA"

+"Heilongjiang University, College of Computer Science and Technology, China"

+Vector Institute for Arti cial Intelligence

+"Software, Jiangxi Normal University, Nanchang, China, 4 School of Statistics, Capital University of"

+"Global Big Data Technologies Centre (GBDTC), University of Technology Sydney, Australia"

+"Samsung RandD Institute America - Dallas, 1301 East Lookout Drive, Richardson, TX 75082, USA"

+"Research Institute, 138 Gajeongno, Yuseong-gu, Daejeon, 305-700, Republic of Korea"

+"Institute of Systems and Robotics - University of Coimbra, Portugal"

+Central Mechanical Engineering Research Institute

+"Gatsby Computational Neuroscience Unit, University College London, London, UK"

+A dissertation submitted to the University of Bristol in accordance with the requirements

+"Pompeu Fabra University, Spain"

+"Australian National University, and NICTA"

+"International Islamic University, Islamabad 44000, Pakistan"

+"Center for Cognitive Ubiquitous Computing, Arizona State University, Tempe, AZ, USA"

+"BECS, Aalto University, Helsinki, Finland"

+"NEC Laboratories America, Inc"

+"Caarmel Engineering College, MG University, Kerala, India"

+Malaviya National Institute of Technology

+"Faculty of Computer Science, Mathematics, and Engineering, University of Twente, Enschede, Netherlands"

+"DPDCE, University IUAV, Santa Croce 1957, 30135 Venice, Italy"

+"EECS, Syracuse University, Syracuse, NY, USA"

+"University of Waterloo, Waterloo ON N2L3G1, Canada"

+K. N. Toosi University of

+"University  Politehnica  of Bucharest, Romania, Address Splaiul Independent ei"

+Massachusetts Institute of Technology Rapporteur

+"Chandigarh Engg. College, Mohali, Punjab, India"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta"

+"Human-friendly Welfare Robotic System Engineering Research Center, KAIST"

+B.S. (Cornell University

+"QCIS Centre, FEIT, University of Technology, Sydney, NSW 2007, Australia"

+"L3S Research Center, Hannover, Germany"

+"College of Computing, Georgia Institute of Technology"

+"School of Electrical and Computer Engineering, RMIT University"

+"School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China"

+"Institute for Neural Computation, University of California, San Diego"

+"The Robotics Institute, Carnegie Mellon University, 5000 Forbes Ave, PA, USA"

+yThe University of Tokyo

+"Henan University of Traditional Chinese Medicine, Henan, Zhengzhou, 450000, P.R. China"

+"Shaoguan University, Da Tang Lu"

+"University Hospital Jena, Germany"

+"Massachusetts Institute of Technology, 2Facebook Applied Machine Learning, 3Dartmouth College"

+University of California at Berkeley / ICSI

+"University of Cambridge, Computer Laboratory, UK"

+"School of Computer Science, Sichuan University, Chengdu, China"

+"Federal University Technology Akure, PMB 704, Akure, Nigeria"

+Max Planck Institute f ur biologische Kybernetik

+"Learning Systems Group, California Institute of Technology"

+"Universiteit van Amsterdam, Roeterstraat 15, 1018 WB Amsterdam, The Netherlands"

+"Vision Systems, Inc"

+"ZHAW Datalab, Zurich University of Applied Sciences"

+"School of Computer Science and Engineering, Water Resources University, Hanoi 10000, Vietnam"

+"School of Psychology, University of Central Lancashire"

+B.S. University of Indonesia

+"University of Ljubljana, Faculty of Electrical Engineering, Trzaska 25, 1000 Ljubljana, Slovenia"

+"School of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, China"

+"University of California at Irvine, Irvine, CA"

+"RoboticsResearchGroup, UniversityofOxford, Oxford, UK"

+"University of Queensland, School of ITEE, QLD 4072, Australia"

+"IslamicAzad University, Qazvin, Iran"

+"Environment, Northumbria University, Newcastle, NE1 8ST, United Kingdom"

+"School of Data and Computer Science, Sun Yat-Sen University, China"

+"School of Informatics, University of Edinburgh, UK"

+"United States of America, State University of New York Albany, Albany, New York"

+"Rutgers, The State University of New Jersey, Piscataway, NJ"

+University of California at Berkeley

+Formerly: Texas AandM University

+"University of Pisa, Largo Lucio"

+"Islamic Azad University, Qazvin, Iran"

+"Human and Health Sciences, Swansea University, Swansea, United Kingdom, 3 Abertawe Bro-Morgannwg"

+"Engineering, University of Akron, Akron, OH 44325-3904, USA"

+"Institute for Vision and Graphics, University of Siegen, Germany"

+"Institute of Systems and Robotics, University of Coimbra, Portugal"

+"University of Notre Dame, 2IIIT-Delhi"

+College of Computer Science and Technology

+China University of Mining and Technol

+"Universit  Paris-Dauphine, PSL Research University, CNRS, UMR"

+"Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Guangdong"

+"Interdisciplinary Program in Visual Information Processing, Korea University, Seoul, Korea"

+"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. 2Advanced Digital Sciences Center, Singapore"

+Central Mechanical Engineering Research Institute

+"SRM University, Kattankulathur, Chennai-603 203, Tamilnadu, India"

+"Southeast University, Nanjing 211189, China"

+"Iftm University, Moradabad-244001 U.P"

+"Kurukshetra University, Kurukshetra-136 119, Haryana, INDIA"

+"Exploratory Computer Vision Group, IBM T. J. Watson Research Center"

+"CAS), Institute of Computing Technology, CAS, Beijing 100190, China"

+"University of California at San Diego, La Jolla, CA"

+"Engineering, University of Akron, Akron, OH 44325-3904, USA"

+"School of Data and Computer Science, Sun Yat-Sen University, China"

+"Samsung RandD Institute America - Dallas, 1301 East Lookout Drive, Richardson, TX 75082, USA"

+"Division of Computer Science, University of California, Berkeley, CA, USA e-mail"

+"Faculty of Engineering and Natural Sciences, Sabanc  University,  stanbul, Turkey"

+"School of Computer Science and Technology, Shandong Institute of Business and Technology"

+"School of Computing, Staffordshire University"

+University of Bristol - Explore Bristol Research

+Northeastern University 2Microsoft Research 3City University of New York

+"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China"

+"Computer Vision Group, L. D. College of Engineering, Ahmedabad, India"

+"Aarhus University, Finlandsgade 22 8200 Aarhus N, Denmark"

+University of Chinese Academy of

+Max Planck Institute f ur biologische Kybernetik

+"ZHAW Datalab, Zurich University of Applied Sciences"

+"The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong"

+"University of Queensland, School of ITEE, QLD 4072, Australia"

+University of California at Berkeley / ICSI

+"School of Data and Computer Science, Sun Yat-sen University"

+"Grad. School at Shenzhen, Tsinghua University"

+"Faculty of Computer Science, University of A Coru na, Coru na, Spain"

+"Korean Research Institute of Standards and Science (KRISS), Korea"

+"University of Ulsan, Ulsan, Republic of Korea"

+"University of Oradea 410087, Universitatii 1, Romania"

+"Beijing University of Posts and Telecommunications, Beijing, China. 2School of"

+"Research Center CENTIA, Electronics and Mechatronics"

+Palo Alto Research Center (PARC

+"Institute of Software, Chinese Academy of Sciences, Beijing 100190, China"

+"Center for Information Science, Peking University, Beijing 100871, China"

+"bDiscipline of Business Analytics, The University of Sydney Business School"

+"Image Processing Center, Beihang University"

+"School of Computer Science, University of Birmingham, UK"

+"Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China"

+"Amsterdam; and 3Center for Experimental Economics and Political Decision Making, University of Amsterdam"

+"Center for Automation Research (CfAR), University of Maryland, College Park, MD"

+"Shaanxi Provincial Key Lab on Speech and Image Information Processing, Northwestern Polytechnical University, Xi an, China"

+"IBM Watson Research Center, Armonk, NY, USA"

+"EECS, Syracuse University, Syracuse, NY, USA"

+PES Modern College of Engg

+"ECE dept, University of Miami"

+"School of Computer Science, The University of Manchester"

+"P.G. Student, SRV Engineering College, sembodai, India"

+"Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Guangdong"

+"EEMCS, University of Twente Enschede, The Netherlands"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta"

+"RoboticsResearchGroup, UniversityofOxford, Oxford, UK"

+"Key Laboratory of Machine Perception, Peking University, Beijing"

+"State Key Lab of CADandCG, College of Computer Science, Zhejiang University, Hangzhou, China"

+"School of Computer Science and Engineering, Sichuan University, China"

+"School of Info. and Commu. Engineering, Beijing University of Posts and Telecommunications"

+"Engineering and Natural Science, Sabanci University, Istanbul, Turkey"

+"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"

+A dissertation submitted to the University of Bristol in accordance with the requirements

+"Lab, University College London, London WC1H 0AP, UK. 3Clinical"

+"Amsterdam; and 3Center for Experimental Economics and Political Decision Making, University of Amsterdam"

+"The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong"

+"P. O. Box 4500 FI-90014 University of Oulu, Finland"

+"Sogang University, Seoul 121-742, Republic of Korea"

+"National Institute of Optics, National Research Council, Arnesano, LE, Italy"

+"School of Computing Sciences, University of East Anglia, Norwich, UK"

+"Center for Automation Research, University of Maryland, College Park, MD 20740, USA"

+"Center for Automation Research, University of Maryland, College Park, MD 20742, USA"

+University of Washington and Google Inc

+"RoboticsResearchGroup, UniversityofOxford, Oxford, UK"

+"College of Computer and Information Science, Southwest University, Chongqing 400715, China"

+"Software, Jiangxi Normal University, Nanchang, China, 4 School of Statistics, Capital University of"

+"Computer Science, Engineering and Mathematics School, Flinders University, Australia"

+"Dep. of Applied Mathematics and Analysis, University of Barcelona, Spain"

+"Dnyanopasak College Parbhani, M.S, India"

+"ISTMT, University of Tunis El Manar Address: 9, Rue Docteur Zouhe r Safi   1006; 3Faculty of Medicine of Tunis; Address"

+"Korea Electronics Technology Institute, Jeonju-si, Jeollabuk-do 561-844, Rep"

+"School of Information Engineering, Guangdong Medical College, Song Shan Hu"

+"Center for Brain Science, Harvard University, Cambridge, MA 02138 USA"

+"Toyota College, 2-1 Eisei, Toyota-shi, Aichi, 471-8525 Japan"

+"M.Tech Scholar, MES College of Engineering, Kuttippuram"

+"Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular"

+"School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China"

+"National Tsing Hua University, Hsin-Chu, Taiwan"

+"DSP Lab, Sharif University of Technology, Tehran, Iran"

+"School of Computer Science and Engineering, Water Resources University, Hanoi 10000, Vietnam"

+"EEMCS, University of Twente Enschede, The Netherlands"

+"Computer Vision Group, Friedrich Schiller University of Jena, Germany"

+"School of Computer Science, Carnegie Mellon University, PA, USA"

+"cid:2) Imperial College London, United Kingdom"

+"BECS, Aalto University, Helsinki, Finland"

+"Laboratory, University of Houston, Houston, TX, USA"

+Research Center and Laboratoire

+"Software, Jiangxi Normal University, Nanchang, China, 4 School of Statistics, Capital University of"

+"MES College of Engineering, Kuttippuram"

+"University of the South Paci c, Fiji"

+"Research Institute of Child Development and Education, University of Amsterdam, Utrecht, The"

+"College of Medical Informatics, Chongqing Medical University, Chongqing, China"

+"EECS, Syracuse University, Syracuse, NY, USA"

+"Gatsby Computational Neuroscience Unit, University College London, London, UK"

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta"

+"Faculty of Engineering, Ain Shams University, Cairo, Egypt"

+"Visual Computing and Communications Lab, Arizona State University"

+"Research Reports of CMP, Czech Technical University in Prague, No"

+"Robotics Institute, Carnegie Mellon University, USA"

+"Games Studio, Faculty of Engineering and IT, University of Technology, Sydney"

+and the institute of engineering and science

+"School of Electronic Engineering and Computer Science, Peking University, 100871, China"

+"Institute of Computing, University of Campinas (Unicamp), Campinas, Brazil, e-mail: ander"

+"Computer Science Division, The Open University of Israel, Israel"

+University of Washington and Google Inc

+"College of Computing, Georgia Institute of Technology"

+State University of Feira de Santana (UEFS

+"Computer Vision Research Group, COMSATS Institute of Information"

+"Tsinghua-CUHK Joint Research Center for Media Sciences, Technologies and Systems"

+"School of Computer Science, Wuyi University, Jiangmen 529020, China"

+"University of Maryland, College Park; 2Arizona State University; 3Xerox Research Centre"

+"Faculty of Computer Science, University of A Coru na, Coru na, Spain"

+"S J B Institute of Technology, Bangalore, Karnataka, India"

+"University of Tokyo, 4-6-1 Shirokanedai"

+"Technology, Nanjing University of Aero"

+Northwestern University) to T.E. We thank Vincent De Gardelle for helpful comments on an earlier version of

+"LITIS EA 4108-QuantIF Team, University of Rouen, 22 Boulevard Gambetta, 76183 Rouen Cedex, France"

+"School of Informatics, University of Edinburgh, UK"

+"Institute of Industrial Science, The University of Tokyo"

+"Federal University Technology Akure, PMB 704, Akure, Nigeria"

+"University of Kaiserslautern, Gottlieb-Daimler-Str., Kaiserslautern 67663, Germany"

+"Asian Institute of Technology, Pathumthani, Thailand"

+"ECE, National University of Singapore, Singapore"

+"ECE dept, University of Miami"

+Datta Meghe College of Engineering

+"University Hospital Jena, Germany"

+"University of Ljubljana, Faculty of Electrical Engineering, Trzaska 25, 1000 Ljubljana, Slovenia"

+"Interdisciplinary Program in Visual Information Processing, Korea University, Seoul, Korea"

+"Islamic Azad University, Qazvin, Iran"

+"School of Data and Computer Science, Sun Yat-sen University, P.R.China"

+"b School of Business, Reykjavik University, Reykjavik, Iceland"

+"Cognitive Arti cial Intelligence, Utrecht University, Heidelberglaan 6, 3584 CD, Utrecht"

+"Siemens Corporate Research, 755 College Road East, Princeton, NJ"

+"B.S. Abdur Rahman University, Chennai-48, India"

+"School of Data and Computer Science, Sun Yat-Sen University, China"

+"School of Computer Science, The University of Nottingham"

+"Kong Polytechnic University, Kowloon, Hong Kong"

+"cid:63) Faculty of Computing, Information Systems and Mathematics, Kingston University London"

+c(cid:176) Massachusetts Institute of Technology 2006. All rights reserved

+"Research Center  E. Piaggio , University of Pisa, Pisa, Italy, 2 Faculty of Psychology, University of Florence, Florence, Italy"

+COMSATS Institute of Information Technology Wah Cantt

+"The Open University of Israel, Israel"

+"State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, 15213. USA"

+"Amazon, Inc"

+"Jawaharlal Technological University, Anantapur"

+Institute of Interdisciplinary Studies in Identity Sciences (IISIS

+"Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA"

+"Adobe Systems, Inc., 345 Park Ave, San Jose, CA"

+"aSchool of Technology, University of Campinas"

+"Center for Research in Computer Vision (CRCV), University of Central Florida (UCF"

+"Intelligent Systems Group, Utrecht University, Padualaan 14, 3508 TB, Utrecht"

+"State Key Lab. LIESMARS, Wuhan University, China"

+"School of Computer Science, University of Adelaide, Australia"

+"Cooperative Medianet Innovation Center, Shanghai Jiaotong University"

+"Graduate University of Chinese Academy of Sciences, Beijing 100049, China"

+Digital Media Research Center

+"School of Internet of Things Engineering, Jiangnan University, Wuxi 214122, China"

+"Lab of Science and Technology, Southeast University, Nanjing 210096, China"

+"Institute for Information Technology and Communications (IIKT), Otto-von-Guericke-University"

+Institute of Automatic Control Engineering (LSR

+"Research Center for Learning Science, Southeast University, Nanjing 210096, China"

+"Electrical and Computer Engineering, University of Toronto, M5S 3G4, Canada"

+"Ultra College of Engineering and Technology for Women, India"

+"Y ld z Teknik University, Istanbul, TR"

+"School of Computing Science, Simon Fraser University, Canada"

+"Institute of Child Health, University College London, UK"

+"cid:130) Computer Perception Lab, California State University, Bakersfield, CA 93311, USA"

+"Computer vision and Remote Sensing, Berlin university of Technology"

+"Electrical, Electronics and Automation Section, Universiti Kuala Lumpur Malaysian Spanish Institute"