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new file mode 100644
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@@ -0,0 +1,510 @@
+"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"

+"PSG College of Technology, Coimbatore, Tamil Nadu, India",11.0246833,77.0028424564731,"PSG College of Technology, Avinashi Road, Ward 38, North Zone, Coimbatore, Coimbatore district, Tamil Nadu, 641001, India"

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

+National Institute of Technology Rourkela,22.2501589,84.9066855698087,"National Institute of Technology, inside the department, Koel Nagar, Rourkela, Sundargarh, Odisha, 769002, India"

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

+"National Taiwan University of Science and Technology, Taipei 10607, Taiwan",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"

+Beihang University,39.9808333,116.341012492788,"北京航空航天大学, 37, 学院路, 五道口, 后八家, 海淀区, 100083, 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"

+"University of Science and Technology of China, Hefei, Anhui, 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 College London, London WC1N 3BG, United Kingdom",51.5231607,-0.1282037,"UCL Institute of Education, 20, Bedford Way, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1H 0AL, UK"

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

+"M S Ramaiah Institute of Technology, Bangalore, Karnataka, India",13.0309553,77.5648559396817,"M S Ramaiah Institute of Technology, MSRIT Quadrangle Path, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560054, India"

+"University of Vermont, 33 Colchester Avenue, Burlington",44.48116865,-73.2002178989123,"University of Vermont, Colchester Avenue, Burlington, Chittenden County, Vermont, 05401, USA"

+"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"

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

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

+Fudan University,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"

+"Hong Kong University of Science and Technology, Hong Kong",22.3386304,114.2620337,"香港科技大學 Hong Kong University of Science and Technology, 大學道 University Road, 大埔仔 Tai Po Tsai, 大埔仔村 Tai Po Tsai Village, 新界 New Territories, HK, DD253 1209, 中国"

+Institute of Industrial Science,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"

+AALTO UNIVERSITY,60.18558755,24.824273298775,"Aalto, 24, Otakaari, Otaniemi, Suur-Tapiola, Espoo, Helsingin seutukunta, Uusimaa, Etelä-Suomi, Manner-Suomi, 02150, Suomi"

+"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"

+Information Technologies Institute,33.5934539,130.3557837,"公益財団法人九州先端科学技術研究所, Fukuoka SRP Center Building 7F, 百道ランプ下り入り口, 早良区, 福岡市, 福岡県, 九州地方, 814-0001, 日本"

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

+"University of Bath, Bath, Somerset, United Kingdom",51.3791442,-2.3252332,"University of Bath, Convocation Avenue, Claverton Down, Bath, Bath and North East Somerset, South West England, England, BA2 7PA, UK"

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

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

+University of Western Australia,-31.95040445,115.797900374251,"UWA, 35, Underwood Avenue, Daglish, Perth, Western Australia, 6009, Australia"

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

+University of Birmingham,52.45044325,-1.93196134052244,"University of Birmingham Edgbaston Campus, Ring Road North, Bournbrook, Birmingham, West Midlands Combined Authority, West Midlands, England, B15 2TP, UK"

+"University of Southampton, United Kingdom",50.89273635,-1.39464294664816,"Waterfront Campus, European Way, Port of Southampton, St Mary's, Southampton, South East, England, SO14 3JW, UK"

+Yeungnam University,35.8365403,128.7534309,"영남대, 대학로, 부적리, 경산시, 경북, 712-749, 대한민국"

+Beihang University,39.9808333,116.341012492788,"北京航空航天大学, 37, 学院路, 五道口, 后八家, 海淀区, 100083, 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"

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

+Heriot-Watt University,55.91029135,-3.32345776559167,"Heriot-Watt University - Edinburgh Campus, Third Gait, Currie, Gogarbank, City of Edinburgh, Scotland, EH14 4AS, UK"

+Indiana University Bloomington,39.17720475,-86.5154003022128,"Indiana University Bloomington, East 17th Street, Bloomington, Monroe County, Indiana, 47408, USA"

+"PSG College of Technology, Coimbatore, Tamil Nadu, India",11.0246833,77.0028424564731,"PSG College of Technology, Avinashi Road, Ward 38, North Zone, Coimbatore, Coimbatore district, Tamil Nadu, 641001, India"

+Max Planck Institute for Informatics,49.2579566,7.04577416640431,"MPII, E1 4, Campus, Universität, Sankt Johann, Bezirk Mitte, Saarbrücken, Regionalverband Saarbrücken, Saarland, 66123, Deutschland"

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

+"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 Technology Sydney,-33.8809651,151.201072985483,"University of Technology Sydney, Omnibus Lane, Ultimo, Sydney, NSW, 2007, Australia"

+National University of Science and Technology,33.6450855,72.9915892221655,"National University of Science and Technology, Indus Loop, H-11, ICT, وفاقی دارالحکومت اسلام آباد, 44000, ‏پاکستان‎"

+Duke University,35.9990522,-78.9290629011139,"Nasher Museum of Art, 2001, Campus Drive, Burch Avenue, Durham, Durham County, North Carolina, 27705, USA"

+The Open University of Israel,32.77824165,34.9956567288188,"האוניברסיטה הפתוחה, 15, אבא חושי, חיפה, גבעת דאונס, חיפה, מחוז חיפה, NO, ישראל"

+IBM Thomas J. Watson Research Center,41.21002475,-73.8040705573196,"IBM Yorktown research lab, Adams Road, Millwood, Town of New Castle, Westchester County, New York, 10562, USA"

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

+University of Copenhagen,55.6801502,12.5723270014063,"Københavns Universitet, Krystalgade, Kødbyen, Vesterbro, København, Københavns Kommune, Region Hovedstaden, 1165, Danmark"

+"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"

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

+"Dalian University of Technology, Dalian, 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"

+"Illinois Institute of Technology, Chicago, Illinois, USA",41.8361963,-87.6265591274291,"Illinois Institute of Technology, South State Street, Bronzeville, Chicago, Cook County, Illinois, 60616, 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"

+The Weizmann Institute of Science,31.9078499,34.8133409244421,"מכון ויצמן למדע, שדרת מרכוס זיו, מעונות שיין, אחוזות הנשיא, רחובות, מחוז המרכז, NO, ישראל"

+Sinhgad College of,19.0993293,74.7691424,"SINHGAD, NH61, Foi, Ahmadnagar, Ahmednagar, Maharashtra, 414001, India"

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

+"Rutgers University, Piscataway, NJ 08854, USA",40.5234675,-74.436975,"The Rock Cafe, Joyce Kilmer Avenue, Piscataway Township, Middlesex County, New Jersey, 08854, USA"

+Zhejiang University,30.19331415,120.119308216677,"浙江大学之江校区, 之江路, 转塘街道, 西湖区 (Xihu), 杭州市 Hangzhou, 浙江省, 310008, 中国"

+University of Piraeus,37.94173275,23.6530326182197,"Πανεπιστήμιο Πειραιώς, 80, Καραολή και Δημητρίου, Απόλλωνας, Νέο Φάληρο, Πειραιάς, Δήμος Πειραιώς, Περιφερειακή Ενότητα Πειραιώς, Περιφέρεια Αττικής, Αττική, 185 34, Ελλάδα"

+"Concordia University, Canada",45.4955911,-73.5775043,"FOFA Gallery, 1515, Rue Sainte-Catherine Ouest, Quartier des Spectacles, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3H 2T2, Canada"

+"Normal University, Kunming, China",25.0580509,102.6955241,"云南师范大学, 一二一大街, 志城家园, 五华区, 五华区 (Wuhua), 昆明市 (Kunming), 云南省, 650030, 中国"

+"Toyota Technological Institute (Chicago, US",41.7847112,-87.5926056707507,"Toyota Technological Institute, 6045, South Kenwood Avenue, Woodlawn, Chicago, Cook County, Illinois, 60637, USA"

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

+"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"

+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"

+"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 Bridgeport,41.1664858,-73.1920564,"University of Bridgeport, Park Avenue, Bridgeport Downtown South Historic District, Bridgeport, Fairfield County, Connecticut, 06825, USA"

+"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"

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

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

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

+"University of York, UK",53.94540365,-1.0313887829649,"University of York, Lakeside Way, Heslington, York, Yorkshire and the Humber, England, YO10 5FN, UK"

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

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

+"Akita University, Akita, Japan",39.7291921,140.136565773585,"秋田大学鉱業博物館, 2, 秋田八郎潟線, 手形字扇田, 広面, 秋田市, 秋田県, 東北地方, 010-8502, 日本"

+"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"

+"M S Ramaiah Institute of Technology, Bangalore, Karnataka, India",13.0309553,77.5648559396817,"M S Ramaiah Institute of Technology, MSRIT Quadrangle Path, RMV Stage II - 1st Block, Aramane Nagara Ward, West Zone, Bengaluru, Bangalore Urban, Karnataka, 560054, India"

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

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

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

+"Bapuji Institute of Engineering and Technology Davanagere, Karnataka, India",14.4443949,75.9027655185535,"Bapuji Institute of Engineering and Technology, 2nd Cross Road, K.T. Jambanna Nagara, Davanagere, Davanagere taluku, Davanagere district, Karnataka, 577000, India"

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

+"National University of Defense Technology, Changsha 410073, China",28.2290209,112.994832044032,"国防科学技术大学, 三一大道, 开福区, 开福区 (Kaifu), 长沙市 / Changsha, 湖南省, 410073, 中国"

+"University Drive, Fairfax, VA 22030-4444, USA",38.835411,-77.316447,"University Drive, Ardmore, Fairfax, Fairfax County, Virginia, 22030, USA"

+Peking University,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"

+"University of Tabriz, Tabriz, Iran",38.0612553,46.3298484,"دانشگاه تبریز, شهید ایرج خلوتی, کوی انقلاب, تبریز, بخش مرکزی, شهرستان تبریز, استان آذربایجان شرقی, 5166616471, ‏ایران‎"

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

+Colorado State University,40.5709358,-105.086552556269,"Colorado State University, West Pitkin Street, Woodwest, Fort Collins, Larimer County, Colorado, 80526-2002, USA"

+"Portland State University, USA",45.51181205,-122.684929993829,"Portland State University, Southwest Park Avenue, University District, Portland Downtown, Portland, Multnomah County, Oregon, 97201, USA"

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

+Glyndwr University,53.05373795,-3.00482075353073,"Glyndŵr University, Mold Road, Rhosrobin, Wrexham, Wales, LL11 2AW, UK"

+Chungnam National University,36.37029045,127.347804575184,"충남대학교, 대덕사이언스길 2코스, 온천2동, 온천동, 유성구, 대전, 34140, 대한민국"

+"Statistics, University of",32.0731522,72.6814703364947,"Department Of Statistics, University Road, Satellite Town, Cantonment, سرگودھا, Sargodha District, پنجاب, 40100, ‏پاکستان‎"

+"University of Pittsburgh, Pittsburgh, PA 15260, USA",40.4437547,-79.9529557,"Stephen Foster Memorial Museum, Forbes Avenue, Panther Hollow, Central Oakland, PGH, Allegheny County, Pennsylvania, 15213, USA"

+Institute for Advanced,38.7468877,139.824707282407,"Institute for Advanced Biosciences, 鶴岡市, 山形県, 東北地方, 日本"

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

+GE Global Research Center,42.8298248,-73.8771938492793,"GE Global Research Center, Aqueduct, Niskayuna, Schenectady County, New York, USA"

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

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

+"University of Adelaide, SA, Australia",-34.9189226,138.604236675404,"University of Adelaide, North Terrace, Adelaide, 5000, City of Adelaide, South Australia, 5000, Australia"

+"University, Guangzhou, China",23.1314851,113.2852239,"中山大学第一课室, 74号大院, 中山二路, 马棚岗, 农林街道, 越秀区 (Yuexiu), 广州市, 广东省, 510080, 中国"

+City University of Hong Kong,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"

+"Utah State University, Logan, UT 84322-4205, USA",41.7411504,-111.8122309,"Utah State University, Champ Drive, Logan, Cache County, Utah, 84322, USA"

+Indian Institute of Technology Kanpur,26.513188,80.2365194538339,"Indian Institute of Technology Kanpur, 4th Avenue, Panki, Kanpur, Kanpur Nagar, Uttar Pradesh, 208016, India"

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

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

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

+"The Chinese University of Hong Kong, China",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"

+"University of Delaware, Newark, DE. USA",39.6810328,-75.7540184,"University of Delaware, South College Avenue, Newark, New Castle County, Delaware, 19713, USA"

+"university, Shiraz, Iran",29.6284395,52.5181728343761,"دانشکده مهندسی دانشگاه شیراز, ملاصدرا, فلسطین, محدوده شهرداری منطقه یک - شهرداری شیراز, شیراز, بخش مرکزی شهرستان شیراز, شهرستان شیراز, استان فارس, 71936, ‏ایران‎"

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

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

+The University of Western Australia,-31.95040445,115.797900374251,"UWA, 35, Underwood Avenue, Daglish, Perth, Western Australia, 6009, Australia"

+"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 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"

+"University of telecommunications and post, Sofia, Bulgaria",42.6560524,23.3476108351659,"Висше Училище по Телекомуникации и Пощи, 1, бул. Акад. Стефан Младенов, ж.к. Студентски град, район Студентски, Столична, София-град, 1700, Бългaрия"

+"Jaipur, Rajasthan, India",26.916194,75.820349,"Jaipur, Rajasthan, 302001, India"

+"Australian National University, Canberra, ACT 0200, Australia",-35.28121335,149.11665331324,"Australian National University, Garran Road, Acton, Canberra, Canberra Central, Australian Capital Territory, 2601, Australia"

+"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"

+Shenzhen Institutes of Advanced Technology,22.59805605,113.985337841399,"中国科学院深圳先进技术研究院, 1068, 科研路, 深圳大学城, 三坑村, 南山区, 深圳市, 广东省, 518000, 中国"

+Akita Prefectural University,39.8011499,140.045911602376,"秋田県立大学, 秋田天王線, 潟上市, 秋田県, 東北地方, 011-0946, 日本"

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

+"Kogakuin University, Tokyo, Japan",35.6902784,139.695400958171,"工学院大学, 東通り, 新宿区, 東京都, 関東地方, 163-8677, 日本"

+University of Ljubljana Faculty,46.0501558,14.4690732689076,"UL Fakulteta za računalništvo in informatiko, 113, Večna pot, Vrtača, Rožna dolina, Ljubljana, Upravna Enota Ljubljana, Osrednjeslovenska, 1000, Slovenija"

+Institute for Communication Systems,51.2433692,-0.593220895014599,"Institute for Communication Systems, Spine Road, Woodbridge Hill, Guildford, Surrey, South East, England, GU2 7XS, UK"

+"University of Bristol, Bristol, UK",51.4584837,-2.60977519828372,"Victoria Rooms, Whiteladies Road, Cliftonwood, Spike Island, Bristol, City of Bristol, South West England, England, BS8 2PY, UK"

+National Institute of Technology Rourkela,22.2501589,84.9066855698087,"National Institute of Technology, inside the department, Koel Nagar, Rourkela, Sundargarh, Odisha, 769002, India"

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

+"Rensselaer Polytechnic Institute, Troy, NY 12180, USA",42.73280325,-73.6622354488153,"Rensselaer Polytechnic Institute, Tibbits Avenue, Downtown, City of Troy, Rensselaer County, New York, 12180, USA"

+Huazhong University of Science and Technology,30.5097537,114.4062881,"华中大, 珞喻路, 东湖新技术开发区, 关东街道, 东湖新技术开发区（托管）, 洪山区 (Hongshan), 武汉市, 湖北省, 430074, 中国"

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

+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"

+"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"

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

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

+University of Dhaka,23.7316957,90.3965275,"World War Memorial, Shahid Minar Rd, Jagannath Hall, DU, জিগাতলা, ঢাকা, ঢাকা বিভাগ, 1000, বাংলাদেশ"

+Institute of Computing,43.47878995,-80.5548480959375,"Institute for Quantum Computing, Wes Graham Way, Lakeshore Village, Beechwood, Waterloo, Regional Municipality of Waterloo, Ontario, N2L 6R2, Canada"

+Macau University of Science and,22.3358031,114.265903983304,"HKUST, 大學道 University Road, 大埔仔 Tai Po Tsai, 大埔仔村 Tai Po Tsai Village, 新界 New Territories, HK, DD253 1209, 中国"

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

+"University of Patras, Greece",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"

+"Beijing Union University, 100101, China",39.9890068,116.420677175386,"北京联合大学, 北四环东路, 飘亮阳光广场, 太阳宫乡, 朝阳区 / Chaoyang, 北京市, 100012, 中国"

+"University of Texas at Arlington, Arlington, Texas 76019, USA",32.7283683,-97.112018348404,"University of Texas at Arlington, South Nedderman Drive, Arlington, Tarrant County, Texas, 76010, USA"

+University of Virginia,38.0353682,-78.5035322,"University of Virginia, Rotunda Alley, Carr's Hill, Albemarle County, Virginia, 22904-4119, USA"

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

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

+Aristotle 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"

+"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"

+Democritus University of Thrace,40.84941785,25.8344493892098,"Δημοκρίτειο Πανεπιστήμιο Θράκης, Μάκρη - Αλεξανδρούπολη, Αλεξανδρούπολη, Δήμος Αλεξανδρούπολης, Περιφερειακή Ενότητα Έβρου, Περιφέρεια Ανατολικής Μακεδονίας και Θράκης, Μακεδονία - Θράκη, 68100, Ελλάδα"

+"University, Hong Kong",54.0856448,13.389089,"Hong-Kong, Feldstraße, Greifswald, Südliche Mühlenvorstadt, Greifswald, Vorpommern-Greifswald, Mecklenburg-Vorpommern, 17489, Deutschland"

+"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"

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

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

+McGill University,45.5039761,-73.5749687,"McGill University, Rue Sherbrooke Ouest, Quartier des Spectacles, Ville-Marie, Montréal, Agglomération de Montréal, Montréal (06), Québec, H3A 3P8, Canada"

+University of Pennsylvania,39.9492344,-75.191989851901,"Penn Museum, 3260, South Street, University City, Philadelphia, Philadelphia County, Pennsylvania, 19104, USA"

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

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

+"Humboldt-University, Berlin, Germany",52.51875685,13.3935604936378,"Humboldt-Universität zu Berlin, Dorotheenstraße, Spandauer Vorstadt, Mitte, Berlin, 10117, Deutschland"

+University,51.7520849,-1.25166460220888,"University College, Logic Lane, Grandpont, Oxford, Oxon, South East, England, OX1 4EX, UK"

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

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

+Firat University,39.7275037,39.4712703382844,"Erzincan Üniversitesi Hukuk Fakültesi Dekanlığı, Sivas-Erzincan yolu, Üçkonak, Erzincan, Erzincan merkez, Erzincan, Doğu Anadolu Bölgesi, 24000, Türkiye"

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

+"University of Cape Town, South Africa",-33.95828745,18.4599734888018,"University of Cape Town, Engineering Mall, Cape Town Ward 59, Cape Town, City of Cape Town, Western Cape, CAPE TOWN, South Africa"

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

+"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"

+Northwestern University,42.0551164,-87.6758111348217,"Northwestern University, Northwestern Place, Downtown, Evanston, Cook County, Illinois, 60208, USA"

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

+"Columbia University, New York, NY",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"

+"Colorado State University, Fort Collins, Colorado, USA",40.5709358,-105.086552556269,"Colorado State University, West Pitkin Street, Woodwest, Fort Collins, Larimer County, Colorado, 80526-2002, USA"

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

+University of Toulouse,30.1781816,-93.2360581,"Toulouse, Lake Charles, Calcasieu Parish, Louisiana, 70605, USA"

+"University of Rochester, NY 14627, USA",43.1242954,-77.6288352530005,"Central Utilities Lot, Firemans, Rochester, Monroe County, New York, 14627, USA"

+"University of Dhaka, Bangladesh",23.7316957,90.3965275,"World War Memorial, Shahid Minar Rd, Jagannath Hall, DU, জিগাতলা, ঢাকা, ঢাকা বিভাগ, 1000, বাংলাদেশ"

+"Max Planck Institute for Informatics, Germany",49.2579566,7.04577416640431,"MPII, E1 4, Campus, Universität, Sankt Johann, Bezirk Mitte, Saarbrücken, Regionalverband Saarbrücken, Saarland, 66123, Deutschland"

+"American University, Washington, DC, USA",38.93804505,-77.0893922365193,"American University, 4400, Massachusetts Avenue Northwest, Spring Valley, American University Park, D.C., 20016, USA"

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

+"The Chinese University of Hong Kong, 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"

+Hong Kong University of Science and Technology,22.3386304,114.2620337,"香港科技大學 Hong Kong University of Science and Technology, 大學道 University Road, 大埔仔 Tai Po Tsai, 大埔仔村 Tai Po Tsai Village, 新界 New Territories, HK, DD253 1209, 中国"

+"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"

+"Jadavpur University, India",22.5611537,88.4131019353334,"Jadavpur University, Chingrighata Flyover, Basani Devi Colony, Kolkata, Hāora, West Bengal, 700098, India"

+"University of Surrey, Guildford, Surrey GU2 7XH, UK",51.24303255,-0.590013824660236,"University of Surrey, Spine Road, Guildford Park, Guildford, Surrey, South East, England, GU2 7XH, UK"

+"Tampere University of Technology, 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"

+"Purdue University, West Lafayette, IN. 47907, USA",40.4262569,-86.9157551,"Mathematical Sciences Library, 105, University Street, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

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

+"University of Southampton, SO17 1BJ, UK",50.89273635,-1.39464294664816,"Waterfront Campus, European Way, Port of Southampton, St Mary's, Southampton, South East, England, SO14 3JW, UK"

+"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"

+"Ferdowsi University of Mashhad, Mashhad, Iran",36.3076616,59.5269051097667,"دانشگاه فردوسی مشهد, بولوار دانش, رضاشهر, منطقه ۹, مشهد, شهرستان مشهد, استان خراسان رضوی, 9177146164, ‏ایران‎"

+"K.N. Toosi University of Technology, Tehran, Iran",35.76427925,51.409702762313,"دانشکده مهندسی عمران و نقشه برداری, ولی عصر, کاووسیه, منطقه ۳ شهر تهران, تجریش, بخش رودبارقصران, شهرستان شمیرانات, استان تهران, 1968653111, ‏ایران‎"

+"University of Vermont, 33 Colchester Avenue, Burlington",44.48116865,-73.2002178989123,"University of Vermont, Colchester Avenue, Burlington, Chittenden County, Vermont, 05401, USA"

+"University of California, Merced, CA 95344, USA",37.36566745,-120.421588883632,"University of California, Merced, Ansel Adams Road, Merced County, California, USA"

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

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

+Fraser University,44.9689836,-93.2094162948556,"Fraser, 3333, University Avenue Southeast, Prospect Park - East River Road, Minneapolis, Hennepin County, Minnesota, 55414, USA"

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

+UNIVERSITY OF CALIFORNIA,37.87631055,-122.238859269443,"UC Berkeley, Centennial Drive, Oakland, Alameda County, California, 94720-1076, USA"

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

+"Western Sydney University, Parramatta, NSW 2150, Australia",-33.8160848,151.00560034186,"Western Sydney University, Parramatta City Campus, Smith Street, Parramatta, Sydney, Parramatta, NSW, 2150, Australia"

+"Hiroshima University, Japan",34.4019766,132.7123195,"Hiroshima University　広島大学 東広島キャンパス, 出会いの道　Deai-no-michi Str., 西条下見, 東広島市, 広島県, 中国地方, 739-0047, 日本"

+International University of,11.5744201,104.8775841,"International University, ផ្លូវ ១៩៨៤, ភូមិភ្នំពេញថ្មី, ខណ្ឌសែនសុខ, រាជធានីភ្នំពេញ, 12101, ព្រះរាជាណាចក្រ​កម្ពុជា"

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

+McGovern Institute for Brain Research,42.3626295,-71.0914481,"McGovern Institute for Brain Research (MIT), Main Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA"

+National University,14.6042947,120.994285201104,"National University, M.F. Jocson, Royal Plaza, Sampaloc, Fourth District, Manila, Metro Manila, 1008, Philippines"

+Virginia Tech Carilion Research Institute,37.2579548,-79.9423329131356,"Virginia Tech Carilion Research Institute, South Jefferson Street, Crystal Spring, Roanoke, Virginia, 24016, USA"

+University of Geneva,42.57054745,-88.5557862661765,"University of Chicago-Yerkes Observatory, 373, West Geneva Street, Williams Bay, Walworth County, Wisconsin, 53191, USA"

+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"

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

+Liverpool John Moores University,53.4050747,-2.97030028586709,"John Lennon Art and Design Building, Duckinfield Street, Knowledge Quarter, Liverpool, North West England, England, L3 5YD, UK"

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

+University of Aberdeen,57.1646143,-2.10186013407315,"University of Aberdeen, High Street, Old Aberdeen, Aberdeen, Aberdeen City, Scotland, AB24 3EJ, UK"

+"University of Chinese Academy of Sciences (UCAS), 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"

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

+National Institutes of Health,39.00041165,-77.1032777503325,"NIH, Pooks Hill, Bethesda, Montgomery County, Maryland, USA"

+"Ritsumeikan University, Kyoto, Japan",35.0333281,135.7249154,"立命館大学 (Ritsumeikan University), 衣笠宇多野線, 北区, 京都市, 京都府, 近畿地方, 6038577, 日本"

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

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

+Tokyo Metropolitan University,35.6200925,139.38296706394,"首都大学東京, 由木緑道, 八王子市, 東京都, 関東地方, 1920364, 日本"

+Xidian University,34.1235825,108.83546,"Xidian University (New Campus), 266号, 银杏大道, 南雷村, 长安区 (Chang'an), 西安市, 陕西省, 710126, 中国"

+"National Cheng Kung University, Tainan, Taiwan",22.9991916,120.216251337909,"成大, 1, 大學路, 大學里, 前甲, 東區, 臺南市, 70101, 臺灣"

+Coburg University,50.26506145,10.9519648264628,"Hochschule für angewandte Wissenschaften Coburg, 2, Friedrich-Streib-Straße, Callenberg, Coburg, Oberfranken, Bayern, 96450, Deutschland"

+Poznan University of Technology,52.4004837,16.9515808278647,"Dom Studencki nr 3, 3, Kórnicka, Święty Roch, Rataje, Poznań, wielkopolskie, 61-141, RP"

+University of Campinas,-27.5953995,-48.6154218,"USJ, 97, Rua Sílvia Maria Fabro, Kobrasol, Campinas, São José, Microrregião de Florianópolis, Mesorregião da Grande Florianópolis, SC, Região Sul, 88102-130, Brasil"

+"Hong Kong Polytechnic University, Hong Kong",22.304572,114.179762852269,"hong kong, 11, 育才道 Yuk Choi Road, 尖沙咀 Tsim Sha Tsui, 油尖旺區 Yau Tsim Mong District, 九龍 Kowloon, HK, 00000, 中国"

+Huazhong University of,22.53367445,113.917874206261,"深圳市第六人民医院, 89号, 桃园路, 蛇口, 同乐村, 南山区, 深圳市, 广东省, 518000, 中国"

+"Purdue University, West Lafayette, IN, USA",40.4319722,-86.923893679845,"Purdue University, West Stadium Avenue, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

+"Delft University of Technology, The Netherlands",51.99882735,4.37396036815404,"TU Delft, Mekelweg, TU-wijk, Delft, Zuid-Holland, Nederland, 2628, Nederland"

+"University of Pisa, Pisa, Italy",43.7201299,10.4078976,"Dipartimento di Fisica 'E. Fermi', 3, Largo Bruno Pontecorvo, San Francesco, Pisa, PI, TOS, 56127, Italia"

+"University College London, London WC1N 3BG, United Kingdom",51.5231607,-0.1282037,"UCL Institute of Education, 20, Bedford Way, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1H 0AL, UK"

+"Boston University, USA",42.3504253,-71.1005611418395,"BU, Bay State Road, Fenway, Boston, Suffolk County, Massachusetts, 02215, USA"

+University of Toronto,43.66333345,-79.3976997498952,"University of Toronto, St. George Street, Bloor Street Culture Corridor, Old Toronto, Toronto, Ontario, M5S 1A5, Canada"

+"Rio de Janeiro State University, Brazil",-22.91117105,-43.2357797110467,"UERJ, 524, Rua São Francisco Xavier, Maracanã, Zona Norte do Rio de Janeiro, Rio de Janeiro, Microrregião Rio de Janeiro, Região Metropolitana do Rio de Janeiro, RJ, Região Sudeste, 20550-900, Brasil"

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

+University of Southampton,50.89273635,-1.39464294664816,"Waterfront Campus, European Way, Port of Southampton, St Mary's, Southampton, South East, England, SO14 3JW, UK"

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

+Southwest Jiaotong University,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"

+"School, The University of Sydney, Sydney, NSW, Australia",-33.8893229,151.180068,"Royal Prince Alfred Hospital School, 57-59, Grose Street, Camperdown, Sydney, NSW, 2050, Australia"

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

+"Anna University, Chennai",13.0105838,80.2353736,"Anna University, Nuclear Physics Road, Srinagar Colony, Ward 171, Zone 13 Adyar, Chennai, Chennai district, Tamil Nadu, 600025, India"

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

+"Courant Institute of Mathematical Sciences, New York, NY",40.7286484,-73.9956863,"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"

+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 Colorado, Boulder",40.01407945,-105.266959437621,"Naropa University, Arapahoe Avenue, The Hill, Boulder, Boulder County, Colorado, 80309, USA"

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

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

+"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"

+"Beihang University, Beijing 100191, China",39.9808333,116.341012492788,"北京航空航天大学, 37, 学院路, 五道口, 后八家, 海淀区, 100083, 中国"

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

+University of North Texas,33.2098879,-97.1514748776857,"University of North Texas, West Highland Street, Denton, Denton County, Texas, 76201, USA"

+"Joint Research Institute, Foshan, China",22.83388935,113.285418245471,"广东顺德中山大学卡内基梅隆大学国际联合研究院, 南国东路, 顺德区, 五村, 顺德区 (Shunde), 佛山市 / Foshan, 广东省, 0757, 中国"

+"National Taiwan University of Science and Technology, Taipei 10607, Taiwan",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"

+"Columbia University, United States",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"

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

+"University of Science and Technology of China, Hefei, Anhui, 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"

+"Washington University, St. Louis, MO, USA",38.6480445,-90.3099667,"Dero, Wallace Drive, St. Louis County, Missouri, MO 63130, USA"

+college of Engineering,13.0110912,80.2354520862161,"College of Engineering, Sardar Patel Road, Srinagar Colony, Ward 171, Zone 13 Adyar, Chennai, Chennai district, Tamil Nadu, 600025, India"

+"Rutgers University, Piscataway NJ 08854, USA",40.5234675,-74.436975,"The Rock Cafe, Joyce Kilmer Avenue, Piscataway Township, Middlesex County, New Jersey, 08854, USA"

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

+"University of California, Riverside",33.98071305,-117.332610354677,"University of California, Riverside, Linden Street, Riverside, Riverside County, California, 92521, USA"

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

+Akita University,39.7278142,140.133225661449,"秋田大学手形キャンパス, 秋田八郎潟線, 手形字扇田, 広面, 秋田市, 秋田県, 東北地方, 010-0864, 日本"

+METs Institute of Engineering,28.2140454,83.9607104993073,"Dihiko Paton, Pokhara Lekhnath Metropolitan Ward No. 6, Pokhara, Pokhara Lekhnath Metropolitan, कास्की, गण्डकी अञ्चल, पश्चिमाञ्चल विकास क्षेत्र, नेपाल"

+"IBM Almaden Research Center, San Jose CA",37.21095605,-121.807486683178,"IBM Almaden Research Center, San José, Santa Clara County, California, USA"

+"Boston University, Boston, MA",42.3504253,-71.1005611418395,"BU, Bay State Road, Fenway, Boston, Suffolk County, Massachusetts, 02215, 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"

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

+"Georgia Institute of Technology, Atlanta, Georgia, USA",33.776033,-84.3988408600158,"Georgia Tech, Atlantic Drive Northwest, Bellwood, Rockdale, Atlanta, Fulton County, Georgia, 30318, USA"

+Eastern Mediterranean University,35.14479945,33.90492318497,"Eastern Mediterranean University (EMU) - Stadium, Nehir Caddesi, Gazimağusa, Αμμόχωστος - Mağusa, Kuzey Kıbrıs, 99450, Κύπρος - Kıbrıs"

+Concordia University,45.57022705,-122.637093463826,"Concordia University, 2811, Northeast Holman Street, Concordia, Portland, Multnomah County, Oregon, 97211, USA"

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

+University of Stuttgart,48.9095338,9.1831892,"Pädagogische Hochschule Ludwigsburg, 46, Reuteallee, Ludwigsburg-Nord, Ludwigsburg, Landkreis Ludwigsburg, Regierungsbezirk Stuttgart, Baden-Württemberg, 71634, Deutschland"

diff --git a/reports/institutions_not_found/not-found-2.csv b/reports/institutions_not_found/not-found-2.csv
new file mode 100644
index 00000000..f845f7b5
--- /dev/null
+++ b/reports/institutions_not_found/not-found-2.csv
@@ -0,0 +1,876 @@
+"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"

+"Imperial College London, On do"

+Xerox Research Center Webster

+"University of Minnesota-Twin Cities, Minneapolis"

+"School of Computer Science and Technology, Harbin Institute of Technology, China"

+"Dalio Institute of Cardiovascular Imaging, Weill Cornell Medical College"

+"Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen 518057, China"

+"Shanghai Institute of Applied Physics, Chinese Academy of Sciences"

+"National Laboratory on Machine Perception, Peking University, Beijing, P.R. China"

+"Institute of Chinese Payment System, Southwestern University of Finance and Economics, Chengdu 610074, China"

+TechnicalUniversityofDenmark

+"Polytechnic University of Milan, Milan, 20156, Italy, 3 Applied Electronics"

+"School of Computer Science and Technology, Shandong University"

+"P.S.R Engineering College, Sivakasi, Tamilnadu, India"

+"Institute Polythechnic of Leiria, Portugal"

+"Institute for Human-Machine Communication, Technische Universit at M unchen, Germany"

+DVMM Lab - Columbia University

+cid:1)Institute for Neural Computation

+years. According to the definition by the National Institute

+Vietnam National University of Agriculture

+"Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland"

+"Information Systems Design, Doshisha University, Kyoto, Japan"

+"Director, Hindustan College of Arts and Science, Coimbatore, Tamil Nadu, India"

+University of Cagliari

+Federal University of Para ba

+"Institute for Medical Engineering Science, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA"

+"Vision and Fusion Laboratory (IES), Karlsruhe Institute of Technology (KIT"

+"b Computer Technology Institute, Beijing Union University, 100101, China"

+"University Station C0500, Austin TX 78712, USA"

+"Graduate School of Informatics, Kyoto University, Kyoto 606-8501, Japan"

+"Institute of Automation, Chinese Academy of Sciences, China"

+Vietnam National University of Agriculture

+University of Lac Hong 10 Huynh Van Nghe

+"Nanyang Technological University, 2University of California San Diego"

+"National Cheng Kung University, Tainan, Taiwan, ROC"

+University of Cagliari

+"German Research Center for Arti cial Intelligence (DFKI), Kaiserslautern, Germany"

+"PES Institute of Technology, Bangalore, Karnataka, India"

+"Robotics Institute, Carnegie Mellon University, Pittsburgh PA"

+Intelligence Computing Research Center

+"Technical University of Ostrava, FEECS"

+"Much is known on how facial expressions of emotion are produced, including which individual muscles are most active in"

+"Institute for Medical Engineering Science, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA"

+"Image and Video Laboratory, Queensland University of Technology (QUT), Brisbane, QLD, Australia"

+"School of Information Technology and Management, University of International"

+"Gokaraju Rangaraju Institute of Engineering and Technology, Hyd"

+"Coordinated Science Lab, University of Illinois at Urbana-Champaign"

+Polytechnic University of Bucharest

+"Scienti c Visualization and Computer Graphics, University of Groningen, Nijenborgh 9, Groningen, The Netherlands"

+"University of California, Santa Cruz"

+"b Computer Technology Institute, Beijing Union University, 100101, China"

+"Intelligent User Interfaces Lab, Ko c University, Turkey"

+"Neuroscience, Icahn School of Medicine at Mount Sinai, Friedman Brain Institute, New York, NY, United States"

+"School of Computing Science, Simon Fraser University, Burnaby, B.C., Canada"

+"Faculty of Computers and Information, Cairo University, Cairo, Egypt"

+"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China"

+"University, Taiwan, R.O.C"

+"Beckman Institute, University of Illinois at Urbana-Champaign, IL USA"

+Dietrich College Honors Theses

+"Institute AIFB, Karlsruhe Institute of Technology, Germany"

+St. Anne s College

+"FI-90014 University of Oulu, Finland"

+"Center for Automation Research, UMIACS, University of Maryland, College Park, MD 20742, USA"

+"Centre for Intelligent Machines, McGill University, Montreal, Canada"

+"University of Milano-Bicocca, Italy"

+"Michigan State University, 3115 Engineering Building"

+"Aristotle University of Thessaloniki, Thessaloniki 541 24, Greece"

+"B.Tech (C.S.E), Bharath University, Chennai"

+"Address correspondence to: Karen L. Schmidt, University of"

+"School of Computer Science and Engineering, Southeast University, Nanjing 210096, China"

+"The Blavatnik School of Computer Science, Tel Aviv University, Israel"

+"Graduate School of Doshisha University, Kyoto, Japan"

+"EEMCS, University of Twente"

+"The Hong Kong Polytechnic University, Hong Kong, SAR, 2University of Technology Sydney, Australia"

+Compi`egne University of Technology

+"Information Systems Design, Doshisha University, Kyoto, Japan"

+"Human Centered Multimedia, Augsburg University, Germany"

+"School of Computing and Info. Sciences, Florida International University"

+"School of Information Technology and Electrical Engineering, The University of Queensland"

+"Computer Science and Engineering, University of Washington, Seattle, WA, USA"

+"Mangalore Institute of Engineering and Technology, Badaga"

+"University of Barcelona and Computer Vision Centre, Barcelona, Spain"

+"Information and Media Processing Research Laboratories, NEC Corporation"

+"cid:2)Imperial College London, U.K"

+cid:1)Institute for Neural Computation

+Opus College of Engineering

+"University of Cambridge, The Computer Laboratory, Cambridge CB3 0FD, U.K"

+"Dalio Institute of Cardiovascular Imaging, Weill Cornell Medical College"

+"Principal, JNTUH College of Engineering, jagitial, Karimnagar, AP, India"

+"Human Media Interaction, University of Twente, P.O. Box"

+"Recognition, Institute of Automation, Chinese Academy of Sciences"

+"College of Computer and Information Science, Northeastern University, MA, USA"

+"College of Sciences, Northeastern University, Shenyang 110819, China"

+Kyung Hee University   South of Korea

+"cid:93) Faculty of Science and Technology, University of Macau"

+"M.H Saboo Siddik College of Engineering, University of Mumbai, India"

+"Institute of Psychology, Chinese"

+Allen Institute for Arti cial Intelligence (AI

+"Mitsubishi Electric Research Labs (MERL), Cambridge, MA, USA"

+Tsinghua University 4SenseTime

+"School of Electrical, Computer and Energy Engineering, Arizona State University"

+"Electrical, Computer, Rensselaer Polytechnic Institute"

+"College of Computer Science, Zhejiang University, Zhejiang, China"

+"Language Technologies Institute, Carnegie Mellon University, PA, USA"

+"Imperial College, 180 Queens Gate"

+"MIRACL-FSEG, University of Sfax"

+"and Mathematical Biosciences Institute, The Ohio State University"

+Ministry of Higher Education and Scientific Research / The University of Mustsnsiriyah/Baghdad IRAQ

+"Leiden, the Netherlands, 3 Delft University of Technology"

+"MIRACL-FS, University of Sfax"

+"Program of Computational Science and Engineering, Bo gazi ci University"

+"Imperial College London, On do"

+"Institute of Media and Information Technology, Chiba University"

+"Facebook AI Research, 2Dartmouth College"

+Toyota Technological Institute at Chicago

+"Graduate School of Information Science and Technology, The University of Tokyo"

+"Recanati Genetic Institute, Rabin Medical Center and Schneider Children s Medical Center, Petah Tikva, Israel"

+"Vision and Fusion Laboratory (IES), Karlsruhe Institute of Technology (KIT"

+"New York University Shanghai, 1555 Century Ave, Pudong"

+"China, 2 Changchun Institute of Optics, Fine Mechanics and Physics, CAS, Changchun, China, 3 School of"

+"Sensor-enhanced Social Media (SeSaMe) Centre, National University of Singapore, Singapore"

+"Computer Vision Group, Xerox Research Center Europe, Meylan, France"

+Nokia Bell Labs and University of Oxford

+cid:1) Honda Research Institute

+"Institute of Cognitive Neuroscience, University College London, London WC1N 3AR, UK. 2Affective Brain"

+"RIEB, Kobe University, Kobe, 657-8501, Japan"

+"Queen Mary, University of London, London E1 4NS, UK"

+St. Francis Institute of Technology

+AgnelAnushya P. is currently pursuing M.E (Computer Science and engineering) at Vins Christian college of

+"Anjuman College of Engineering and Technology, Sadar, Nagpur, India"

+Electronics and Telecommunications Research Institute

+"Deva Ramanan, University of California at Irvine"

+"Sathyabama University, Chennai, India"

+"State Key Laboratory of Pulp and Paper Engineering, South China University of Technology, Guangzhou 510640, China"

+"National Key Laboratory for Novel Software Technology, Nanjing University, China"

+"School of Mathematics and Computer Science, Northeastern State University, Tahlequah, OK 74464, USA"

+Xerox Research Center Webster

+"Technology, University of Oradea 410087, Universitatii 1, Romania"

+"B.S., E.E., Bo azi i University"

+in The University of Michigan

+"Kitware, Inc"

+University of Toronto and Recognyz Systems Technologies

+"IHCC, RSCS, CECS, Australian National University"

+"School of Software, Dalian University of Technology, Tuqiang St. 321, Dalian 116620, China"

+"Faculty of EEMCS, University of Twente, The Netherlands"

+"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (Fraunhofer IOSB"

+"Institute for Robotics and Intelligent Systems, USC, CA, USA"

+"MTech Student 1, 2, Disha Institute of"

+"Michigan State University, NEC Laboratories America"

+"MATS University, MATS School of Engineering and Technology, Arang, Raipur, India"

+"Head and Neck Surgery, Seoul National University"

+"cid:63) Imperial College London, UK"

+"Institute for Human-Machine Communication, Technische Universit at M unchen, Germany"

+"University of Maryland, College Park"

+"Visualization and Computer Vision Lab, GE Global Research Center"

+"University of California at Los Angeles, Los Angeles, CA, USA"

+"aResearch Scholar, Anna University, Chennai, Inida"

+"Vision Laboratory, LARSyS, University of the Algarve, 8005-139 Faro, Portugal"

+massachusetts institute of technology   artificial intelligence laboratory

+University of Colorado at Colorado Springs

+National Institute of Informatics

+"School of Information Engineering, Guangdong University of Technology, 510006 Guangzhou, China"

+"State Key Lab of CADandCG, Zhejiang University, Hangzhou, Zhejiang, China"

+"cid:93)Peking University Shenzhen Graduate School, Shenzhen, P.R.China"

+Downloaded from the University of Groningen/UMCG research database (Pure): http://www.rug.nl/research/portal. For technical reasons the

+"University of Zagreb, Faculty of Electrical Engineering and Computing, Croatia"

+"EEMCS, University of Twente, The Netherlands"

+This work was supported by Grant MOP102637 from the Canadian Institutes of Health Research to E.D.R. and the

+Queen's University Belfast - Research Portal

+"Graduate School of Science and Engineering, Saitama University"

+"QCIS, University of Technology Sydney, Sydney, Australia"

+at The Australian National University

+"Montreal Institute for Learning Algorithms, Universit e de Montr eal"

+"Sapienza University of Rome, Italy"

+Xidian University 2Xi an Jiaotong University 3Microsoft Research Asia

+"Academic Center for Computing and Media Studies, Kyoto University, Kyoto 606-8501, Japan"

+"Director, Hindustan College of Arts and Science, Coimbatore, Tamil Nadu, India"

+ATR Interpreting Telecommunications Research Laboratories

+ATR Human Information Processing Research Laboratory

+"Computer Science and Arti cial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA"

+"Institute for Neural Computation, University of California, San Diego, La Jolla, CA"

+"CAS), Institute of Computing Technology, CAS, Beijing, 100190, China"

+"Institute for Human-Machine Communication, Technische Universit at M unchen"

+The University of Adelaide; and Australian Centre for Robotic Vision

+Sanghvi Institute of Management and Science

+"Chalmers University of Technology, SAFER"

+"general term, including collaboration. Interaction determines action on someone"

+Boston University Computer Science Technical Report No

+"Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing"

+"School of Information Engineering, Nanchang University, China"

+Mahatma Gandhi Institute of Technology

+"Computer Science, Princeton University, Princeton, NJ, USA"

+by grants from the National Institute of Mental Health (MH 15279 and MH067976 (K. Schmidt

+"Innopolis University, Kazan, Russia"

+"Johns Hopkins University, 3400 N. Charles St, Baltimore, MD 21218, USA"

+"Bo gazi ci University, Turkey"

+Honda Research Institute

+Electronic Engineering and Computer Science Queen Mary University of London

+"Graduate Institute of Electronics Engineering, National Taiwan University"

+"Informatics and Telematics Institute, Centre for Research and Technology Hellas"

+"Cambridge University, Trumpington Street, Cambridge CB21PZ, UK"

+"Intelligent Autonomous Systems (IAS), Technical University of Munich, Garching"

+"School of Electronics and Information, Northwestern Polytechnical University, China"

+"Institute of Scienti c and Industrial Research, Osaka University, Ibaraki-shi 567-0047, Japan"

+"School of Computer Science and Technology, Shandong University"

+"Australian National University and NICTA, Australia"

+"The Blavatnik School of Computer Science, The Tel-Aviv University"

+"School of Financial Information Engineering, Southwestern University of Finance and Economics, Chengdu"

+"Faculty of Electrical Engineering, Czech Technical University in Prague"

+"Section of Pathology, Second University of Naples, Via L. Armanni"

+"Medical Image Analysis Lab, School of Computing Science, Simon Fraser University, Canada"

+"Psychology, University of Illinois, Beckman Institute, Urbana-Champaign, Illinois 61801, University of"

+"aSchool of Computing and Mathematics, Charles Sturt University, Bathurst, NSW"

+Signal Processing Institute

+"School of Computer Science and Technology, Harbin Institute of Technology, China"

+"RCC Institute of Information Technology, Kolkata, India"

+"Nagoya Institute of Technology, Gokiso, Showa-ku, Nagoya, 466-8555 Japan"

+Psychiatry at the University of Pittsburgh

+"USC Information Sciences Institute (ISI), Marina Del Rey, CA"

+Xerox Research Center India

+"The Robotics Institute, Carnegie Mellon University"

+"Numediart Institute, University of Mons"

+"Jilin University, Changchun 130012, China"

+"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan"

+"Interdisciplinary Program of Bioengineering, Seoul National University, Seoul 03080, Korea"

+"Beijing Institute of Technology, Beijing 100081, PR China"

+"NEC Laboratories America, Inc., Cupertino, CA"

+"National Institute of Informatics, Tokyo, Japan"

+"Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland"

+"Boston University, Linguistics Program, 621 Commonwealth Avenue, Boston, MA"

+"Institute Polythechnic of Leiria, Portugal"

+"Faculty of Electrical Engineering, Czech Technical University"

+"College of Computer Science, Chongqing University, Chongqing, China"

+"Institute of Automation, Chinese Academy of Sciences, Beijing 100080, China"

+"Shenzhen key lab of Comp. Vis. and Pat. Rec., Shenzhen Institutes of Advanced Technology"

+"ADSIP Research Centre, University of Central Lancashire"

+"Research Center for Intelligent Security Technology, CIGIT"

+"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of"

+"Nanjing, 210023, China, 4 School of Computer Science and Technology, Nanjing University of Posts and"

+"School of Computer Science and Engineering, Southeast University, Nanjing 211189, China"

+"University of Pennsylvania, 2Ryerson University"

+Baidu IDL and Tsinghua University

+The Chinese University of Hong Kong holds the copyright of this thesis. Any

+"National Laboratory of Pattern Recognition, Institute of Automation"

+"Islamic Azad University, Mashhad Branch, Mashhad, Iran"

+"Universite  Catholique de Louvain, Louvain-la-Neuve, Belgium, 4 The Queensland Brain Institute, The"

+"Kumamoto University, 2-39-1 Kurokami, Kumamoto shi"

+"Bilgi University, Dolapdere, Istanbul, TR"

+"LIUM Laboratory, Le Mans, France, 2 Idiap Research Institute, Martigny, Switzerland"

+"SSN College of Engineering, Chennai, India"

+"University Street, Montreal, QC H3A 0E9, Canada"

+"2015 Wiley Periodicals, Inc"

+"Technical University of Cluj Napoca, 28 Memorandumului Street"

+"FX Palo Alto Laboratory, Inc., California, USA"

+Nqtional Institute of Standards and Technology

+"Aditya College of Engineering, Surampalem, East Godavari"

+"bSchool of Computer and Control Engineering, University of Chinese Academy of Sciences"

+Purdue Institute for Integrative Neuroscience

+"Center for Machine Vision Research, University of Oulu, Finland"

+"School of Electronic and Information Engineering, Tongji University, Shanghai, China"

+"Research Center in Information Technologies, Universit e de Mons, Belgium"

+"Max Planck Institute for Informatics, Saarbr ucken, Germany (MPI-INF.MPG.DE"

+"Rochester Institute of Technology, Rochester, NY"

+"Elect. Eng. Faculty, Tabriz University, Tabriz, Iran"

+Carnegie Mellon University (CMU

+"Facial Image Processing and Analysis Group, Institute for Anthropomatics"

+National Institute of Advanced Industrial Science and Technology (AIST

+"NICTA , Queensland Research Laboratory, QLD, Australia"

+"School of Computer Science, Fudan University, Shanghai, China"

+"University at Buffalo, SUNY"

+"Foundation University, Rawalpindi 46000, Pakistan"

+College of Information Science and Engineering

+"Most of the earlier studies mentioned above, including ours"

+"Sejong University, 98 Kunja-Dong, Kwangjin-Gu, Seoul, Korea"

+"Co-Guide, Computer Science, Shah and Anchor Kuttchi Engineering College, Mumbai, India"

+DVMM Lab - Columbia University

+"Polytechnic University of Milan, Milan, 20156, Italy, 3 Applied Electronics"

+"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 518055, China"

+"Institute of Chinese Payment System, Southwestern University of Finance and Economics, Chengdu 610074, China"

+College of Information Engineering

+"ment of Psychology, University of California, Berkeley"

+"University of Freiburg, Germany"

+"Machine Intelligence Laboratory, College of Computer Science, Sichuan University"

+"Madanapalle Institute of Technology and Science, Madanapalle, Andhra Pradesh"

+"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"

+"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Science"

+"Key Lab. of Machine Perception, School of EECS, Peking University"

+cid:63)Stanford University

+"Institute of Data Science and Technology, Alibaba Group"

+"University of Queensland, St Lucia QLD Australia, 5 Institut Universitaire de France, Paris, France"

+Rowland Institute at Harvard

+"University of Kentucky, 329 Rose St., Lexington, KY, 40508, U.S.A"

+"Several methods exists to induce anxiety in healthy individuals, including threat of shock (ToS), the Trier"

+Federal University of Campina Grande (UFCG

+"Computer Science and Engineering, University of Michigan, Ann Arbor"

+"DTU Informatics, Technical University of Denmark, DK-2800 Kgs. Lyngby, DENMARK"

+"Metron, Inc"

+"Motorola, Inc"

+"National Cheng Kung University, Tainan, Taiwan, R.O.C"

+VEER SURENDRA SAI UNIVERSITY OF

+The Australian National University  Queensland University of Technology

+"Central Mechanical Engineering Research Institute, Durgapur, West Bengal, India"

+"1E1 WC Mackenzie Health Sciences Centre, University of Alberta, Edmonton, AB, Canada T6G 2R"

+"JDL, Institute of Computing Technology, CAS, P.O. Box 2704, Beijing, China"

+"National Laboratory on Machine Perception, Peking University, Beijing, P.R. China"

+"Vision Science Group, University of California"

+Institute for Anthropomatics

+"Welten Institute, Research Centre for Learning, Teaching and Technology, Faculty of"

+"Computational Science and Engineering Program, Bo gazic i University, Istanbul, Turkey"

+"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu 610031, China"

+"B.A. Earlham College, Richmond Indiana"

+"Institute of Computing Technology, CAS, Beijing 100190, China"

+Canadian Institute for Advanced Research

+"Savitri Bai Phule Pune University, Maharashtra India"

+"Machine Intelligence Group, School of Computer Science, Indian Institute of Information Technology and"

+"B.E, K.S.Rangasamy College of Technology, Namakkal, TamilNadu, India"

+"School of Software, Dalian University of Technology, Dalian 116621, China"

+"Computer Applications, Ayya Nadar Janaki Ammal College, Sivakasi, India"

+"cid:63)Queen Mary University of London,  Imperial College London"

+"IBM T. J. Watson Research Center, Yorktown Heights, NY, USA"

+"Kwangwoon University, 447-1 Wolge-dong, Nowon-Gu, Seoul 139-701, Korea"

+"Gujarat Technological University, V.V.Nagar, India"

+Khulna University of Engineering and Technology

+"Tarbiat Modarres University, Tehran, Iran"

+"School of Psychology, Cardiff University, Cardiff, United Kingdom, College of"

+"University of Sk vde, Sweden"

+"University of Science, Vietnam National University-Ho Chi Minh city"

+KIT   University of the State of Baden-W rttemberg and National Laboratory of the Helmholtz Association

+Toyota Technological Institute Chicago (TTIC

+"ESAT-PSI, KU Leuven, 2University of Bonn, 3CV:HCI, KIT, Karlsruhe, 4Sensifai"

+"D Research Center, Kwangwoon University and Springer"

+"Marine Institute, via Torre Bianca, 98164 Messina Italy"

+Ho Chi Minh City University of

+"School of Computer Information Engineering, Jiangxi Normal University, Nanchang, China"

+"University of Twente, EEMCS, Netherlands"

+"Electronics and Communication Engineering, Chuo University"

+"applications, including texture classification [16], face recognition [12], object detection [10], and"

+Beckman Institute for Advanced Science and Technology

+"College of Computer and Information Engineering, Nanyang Institute of Technology"

+Institute of Informatics - ISLA

+"Division of Electronics and Electrical Engineering, Dongguk University, 26 Pil-dong 3-ga, Jung-gu"

+"cCentre of Intelligent Machines, McGill University, Montr eal, QC H3A 0E9, Canada"

+"Institute for Robotics and Intelligent Systems, University of Southern California, CA, USA"

+"Shanghai Institute of Applied Physics, Chinese Academy of Sciences"

+"Computer Laboratory, University of Cambridge, Cambridge, UK"

+"t2i Lab, Chalmers University of Technology, Gothenburg, Sweden"

+"CVSSP, University of Surrey, UK"

+"King Saud University, P.O. Box 51178, Riyadh 11543, Saudi Arabia"

+Institute for studies in theoretical Physics and Mathematics(IPM

+"University of Minnesota-Twin Cities, Minneapolis"

+"State Key Laboratory of Brain and Cognitive Science, Institute of Psychology"

+"Asian University, Taichung, Taiwan"

+"Abha Gaikwad -Patil College of Engineering, Nagpur, Maharashtra, India"

+"do, Rep. of Korea, Kyung Hee University, Suwon, Rep. of Korea"

+"Robotics Institute, Carnegie Mellon University 3University of Pittsburgh, USA"

+Federal University of Technology - Paran a

+"Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen 518057, China"

+Indraprastha Institute of Information Technology

+"Assam University, Silchar-788011 Assam University, Silchar"

+"Key Laboratory of Machine Perception (MOE), School of EECS, Peking University"

+"Intel Lab, 2200 Mission College Blvd, Santa Clara, CA 95054, USA"

+"Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA"

+IBM T. J. Watson Research Center

+"ples of such  ne-grained descriptions, including attributes covering detailed"

+"Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand"

+"University at Buffalo, State University of New York"

+"Brown University, 2University of California, San Diego, 3California Institute of Technology"

+"aLawrence Technological University, 21000 W Ten Mile Rd., South eld, MI 48075, United States"

+"School of Computer Science, Tianjin University"

+"The School of Computer Science, Tel-Aviv University, Israel"

+"IBM Research, Australia, 2 IBM T.J. Watson Research Center, 3 National University of Singapore"

+"School of Mathematics and Computational Science, Sun Yat-sen University, China"

+"Intelligent Recognition and Image Processing Lab, Beihang University, Beijing"

+"Lund University, Cognimatics AB"

+"Gonda Brain Research Center, Bar Ilan University, Israel"

+Departm nt of Information Engin ering  Th  Chines  University of Hong Kong

+University of Freiburg

+"School of Computer and Communication Engineering, University of Science and Technology Beijing, 100083 Beijing, China"

+"VSI Lab, Goethe University, Frankfurt, Germany"

+Al-Khwarizmi Institute of Computer Science

+"University of Zagreb, Unska 3, 10 000 Zagreb"

+"School of Computer Science, CECS, Australian National University, Australia"

+HELSINKI UNIVERSITY OF TECHNOLOGY

+Federal University of Para ba

+"Zhejang University, Hangzhou 310027, P.R.China"

+"Staffordshire University, Beaconside Stafford ST18 0AB, United Kingdom"

+"Pattern Recognition Group, University of Siegen"

+"University of California at Berkeley, USA"

+"Idiap Research Institute, Martigny, Switzerland, 2LIUM, University of Maine, Le Mans, France"

+The University of Queensland in

+"School of Engineering, Taylor s University"

+"Florian Metze, Chair (Carnegie Mellon University"

+TechnicalUniversityofDenmark

+"Human Genome Center, Institute of Medical Science"

+Sridevi Women's Engineering College

+"Dipartimento di Sistemi e Informatica, University of Florence"

+"School of Computing and Communications, University of Technology Sydney, Sydney, Australia"

+"P.A. College of Engnineering, Mangalore"

+"Heudiasyc Laboratory, CNRS, University of Technology of Compi`egne"

+"University of Washington, Bothell"

+"Sighthound, Inc"

+"Nam k Kemal University, Tekirda g, Turkey"

+"Shenzhen Key Lab of Comp. Vis. and Pat. Rec., Shenzhen Institutes of Advanced Technology, CAS, China"

+"cSchool of Astronautics at Beihang University, 100191, Beijing, P.R.C"

+"Shenzhen Key Lab of CVPR, Shenzhen Institutes of Advanced Technology, CAS, China"

+University of Toulouse II Le Mirail

+"Myongji University, Yongin, 449-728 South"

+"College of software, Chongqing University of Posts and Telecommunications Chongqing"

+"University of Alicante, 03690, San Vicente del Raspeig, Alicante, Spain"

+CUNY Graduate Center and City College

+"School of Comm. and Info. Engineering, Beijing University of Posts and Telecom., Beijing China"

+"atry, University of Pennsylvania School of Medicine, Philadelphia, PA"

+b Institute for Robotics and Intelligent Systems

+"Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta 25, SI-1000 Ljubljana, Slovenia"

+The Hong Kong Polytechnic University 2Harbin Institute of Technology

+Samsung Advanced Institute of Technology

+"National Laboratory of Pattern Recognition, Institute of Automation, CAS, Beijing, 100190, China"

+Baidu Research   Institute of Deep Learning

+"The Amsterdam School of Communication Research, University of Amsterdam"

+"College of Information Science and Engineering, Ritsumeikan University, Shiga 525-8577, Japan"

+MICC - University of Florence

+"St. Xavier s Catholic College of Engineering, Nagercoil, India"

+"Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China"

+"School of Computer Science, University of Lincoln, U.K"

+Tomas Bata University in Zl n

+"Queensland Micro- and Nanotechnology Centre and Grif th School of Engineering, Grif th University"

+"Institiude of Computer Science and Technology, Peking University"

+"Kyung Hee University, Yongin, Rep. of Korea"

+cid:3)The Salk Institute and Howard Hughes Medical Institute

+"School of Information Science and Technology, Donghua University, Shanghai 200051, China"

+"P.S.R Engineering College, Sivakasi, Tamilnadu, India"

+"Korea Electronics Technology Institute, 203-103 B/D 192, Yakdae-Dong"

+"Computer Vision Laboratory, University of Nottingham, Nottingham, UK"

+"Visual Geometry Group, University of Oxford"

+"School of EECS, Queen Mary University of London, UK"

+"Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences"

+years. According to the definition by the National Institute

+"G.H.Raisoni College of Engg. and Mgmt., Pune, India"

+"Institute for Infocomm Research (I2R), A*STAR, Singapore"

+"instance has been detected (e.g., a face), it is be possible to obtain further information, including: (i"

+In the Graduate College

+"Pursuing M.Tech, Caarmel Engineering College, MG University, Kerala, India"

+Helsinki University of Technology Laboratory of Computational Engineering Publications

+Conference on CyberGames and Interactive Entertainment (pp. 52-58). Western Australia: Murdoch university

+"University of Exceter, Exceter, UK"

+"Recognition, Institute of Automation"

+"University of Toronto, 6 Kings College Road, Toronto, ON M5S 3G4 CANADA"

+"Key Laboratory of Computer Network and Information Integration of Ministry of Education, Southeast University, Nanjing"

+"DISI, University of Trento, Trento, Italy"

+Institute of Electrical and Electronics Engineers (IEEE). DOI

+"Link oping University, SE-581 83 Link oping, Sweden"

+"Mackenzie Presbyterian University, S o Paulo, S o Paulo, Brazil"

+"Applied computing and mechanics laboratory, Swiss Federal Institute of Technology, 1015 Lausanne, Switzerland"

+"Dayananda Sagar College of Engg., India"

+"Electrical and Computer Engineering, University of Auckland, New Zealand"

+"Electrical Engineering Institute, EPFL"

+"Centre for Quantum Computation and Intelligent Systems, University of Technology Sydney, Sydney, Australia"

+"Institute for Pattern Recognition and Artificial Intelligence/ Huazhong University of Science and Technology, Wuhan"

+"School of Computer and Information, Hefei University of Technology, Hefei"

+"Center for Cognitive Science, University of Turin, Turin, Italy, 2 Neuroscience Institute of Turin"

+"Engg, Priyadarshini College of"

+"Cognitive Systems Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany"

+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"

+Mitsubishi Electric Research Labs (MERL

+"School of Electrical and Computer Engineering, Cornell University"

+Slovak University of Technology in

+"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, China"

+"Multimodal Computing and Interaction, Saarland University, Germany"

+"Center for Cognitive Neuroscience, Duke University, Durham, North Carolina"

+"Computer Vision Group, Friedrich Schiller University Jena"