Merge branch 'master' of asdf.us:megapixels_dev

2 files changed, 223 insertions, 0 deletions

diff --git a/reports/institutions_geocoded.csv b/reports/institutions_geocoded.csv
index 93847e7e..9a271f5e 100644
--- a/reports/institutions_geocoded.csv
+++ b/reports/institutions_geocoded.csv
@@ -230,3 +230,89 @@ University of Massachusetts,42.3889785,-72.5286987,"University of Massachusetts,
 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"

+University of Malta,35.9023226,14.4834189,"University of Malta, Ring Road, Japanese Garden, L-Imsida, Malta, MSD 9027, Malta"

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

+Max Planck Institute for Biological Cybernetics,48.5369125,9.05922532743396,"Max-Planck-Institut für Biologische Kybernetik, 8, Max-Planck-Ring, Max-Planck-Institut, Wanne, Tübingen, Landkreis Tübingen, Regierungsbezirk Tübingen, Baden-Württemberg, 72076, Deutschland"

+Waseda University,33.8898728,130.708562047107,"早稲田大学 北九州キャンパス, 2-2, 有毛引野線, 八幡西区, 北九州市, 福岡県, 九州地方, 808-0135, 日本"

+University of Campinas (Unicamp,-22.8224781,-47.0642599309425,"Universidade Estadual de Campinas - UNICAMP, Rua Josué de Castro, Barão Geraldo, Campinas, Microrregião de Campinas, RMC, Mesorregião de Campinas, SP, Região Sudeste, 13083-970, Brasil"

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

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

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

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

+"University of Haifa, Haifa, Israel",32.76162915,35.0198630428453,"אוניברסיטת חיפה, חיפה, מחוז חיפה, ישראל"

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

+"University of 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"

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

+"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"

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

+Research Center,24.7261991,46.6365468966391,"مركز البحوث, طريق تركي الأول بن عبدالعزيز آل سعود, المحمدية, Al Muhammadiyah District حي المحمدية, Al Maather Municipality, الرياض, منطقة الرياض, 12371, السعودية"

+"Southeast University, Nanjing, China",32.0575279,118.786822520439,"SEU, 体育馆路, 新街口, 月季园, 玄武区, 南京市, 江苏省, 210008, 中国"

+"University of Florida, Gainesville, FL, 32611, USA",29.6447739,-82.3575193392276,"University of Florida, Museum Road, Diamond Village Apartments, City of Gainesville Municipal Boundaries, Alachua County, Florida, 32601, USA"

+"Pune Institute of Computer Technology, Pune, ( India",18.4575638,73.8507352,"Pune Institute of Computer Technology, Mediacal College Road, Vadgaon Budruk, Katraj, Pune, Pune District, Maharashtra, 411043, India"

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

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

+"University of Washington, Seattle, WA, USA",47.65249975,-122.2998748,"University of Washington, Northeast Walla Walla Road, Montlake, University District, Seattle, King County, Washington, 98195-2350, USA"

+University of British Columbia,49.25839375,-123.246581610019,"University of British Columbia, Eagles Drive, Hawthorn Place, University Endowment Lands, Metro Vancouver, British Columbia, V6T, Canada"

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

+"The University of York, Heslington, York YO10 5DD, United Kingdom",53.94830175,-1.05154975017361,"Campus Central Car Park, University Road, Heslington, York, Yorkshire and the Humber, England, YO10 5NH, UK"

+Chosun University,35.1441031,126.9257858,"조선대역, 서남로, 남동, 동구, 광주, 61473, 대한민국"

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

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

+"Purdue University, West Lafayette, Indiana, 47906, USA",40.4319722,-86.923893679845,"Purdue University, West Stadium Avenue, West Lafayette, Tippecanoe County, Indiana, 47907, USA"

+"University of Karlsruhe, Germany",49.00664235,8.39405151637065,"Karlshochschule International University, 36-38, Karlstraße, Innenstadt-West Westlicher Teil, Innenstadt-West, Karlsruhe, Regierungsbezirk Karlsruhe, Baden-Württemberg, 76133, Deutschland"

+THE UNIVERSITY OF ARIZONA,32.2351726,-110.950958317648,"University of Arizona, North Highland Avenue, Rincon Heights, Barrio Viejo, Tucson, Pima County, Arizona, 85721, USA"

+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"

+"Information, Keio University",35.5416969,139.6347184,"綱島市民の森, けつわり坂, 港北区, 横浜市, 神奈川県, 関東地方, 223-0053, 日本"

+Rochester Institute of Technology,43.08250655,-77.6712166264273,"Rochester Institute of Technology (RIT), 1, Lomb Memorial Drive, Bailey, Henrietta Town, Monroe County, New York, 14623, USA"

+"University of Bath, Bath, 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 Illinois Urbana Champaign,40.11116745,-88.2258766477716,"B-3, South Mathews Avenue, Urbana, Champaign County, Illinois, 61801, USA"

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

+Hong Kong Polytechnic University,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"

+University of the Witwatersrand,-26.1888813,28.0247907319205,"University of the Witwatersrand, Empire Road, Johannesburg Ward 60, Johannesburg, City of Johannesburg Metropolitan Municipality, Gauteng, 2001, South Africa"

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

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

+"University of Pittsburgh, Pittsburgh, PA",40.4495417,-79.8957457221781,"Visitor Parking, Thomas Boulevard, Homewood, Point Breeze North, Wilkinsburg, Allegheny County, Pennsylvania, 15208, USA"

+Clemson University,34.66869155,-82.837434756078,"Clemson University, Old Stadium Road, Clemson Heights, Pickens County, South Carolina, 29631, USA"

+"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"

+"Tampere University of Technology, Tampere 33720, 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"

+Tomsk Polytechnic University,56.46255985,84.955654946724,"Томский политехнический университет, улица Пирогова, Южная, Кировский район, Томск, городской округ Томск, Томская область, СФО, 634034, РФ"

+University of Warwick,52.3793131,-1.5604252,"University of Warwick, University Road, Kirby Corner, Cannon Park, Coventry, West Midlands Combined Authority, West Midlands, England, CV4 7AL, UK"

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

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

+ALICE Institute,-8.82143045,13.2347076178375,"Instituto Superior de Ciências da Educação (ISCED), Rua Salvador Allende (Salvador Guillermo Allende Gossens), Maculusso, Maianga, Município de Luanda, Luanda, 927, Angola"

+"University of Alberta, Edmonton, Canada",53.5238572,-113.522826652346,"University of Alberta, 87 Avenue NW, University of Alberta, Edmonton, Alberta, T6G, Canada"

+"University of Dammam, Saudi Arabia",26.39793625,50.1980792430511,"University of Dammam, King Faisal Rd, العقربية, الخبر, المنطقة الشرقية, ٣١٩٥٢, السعودية"

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

+SIMON FRASER UNIVERSITY,49.2767454,-122.917773749103,"SFU Burnaby, South Campus Road, Barnet, Burnaby, Metro Vancouver, British Columbia, V5A 4X6, Canada"

+Pohang University of Science and Technology,36.01773095,129.321075092352,"포스텍, 77, 청암로, 효곡동, 남구, 포항시, 경북, 37673, 대한민국"

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

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

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

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

+"Nagoya University, Japan",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"

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

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

+"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"

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

+"The Chinese University of Hong Kong, New Territories, Hong Kong",22.413656,114.2099405,"香港中文大學 Chinese University of Hong Kong, 車站路 Station Road, 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 Nevada, Reno, Reno, NV, USA",39.5469449,-119.813465660936,"Orange 1, Evans Avenue, Reno, Washoe County, Nevada, 89557, USA"

+University of British Columbia,49.25839375,-123.246581610019,"University of British Columbia, Eagles Drive, Hawthorn Place, University Endowment Lands, Metro Vancouver, British Columbia, V6T, Canada"

+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"

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

+The Education University of Hong Kong,22.46935655,114.19474193618,"香港教育大學 The Education University of Hong Kong, 露屏路 Lo Ping Road, 鳳園 Fung Yuen, 下坑 Ha Hang, 新界 New Territories, HK, DD5 1119, 中国"

+"KTH   Royal Institute of Technology, Stockholm",59.34986645,18.0706321329842,"KTH, Teknikringen, Lärkstaden, Norra Djurgården, Östermalms stadsdelsområde, Sthlm, Stockholm, Stockholms län, Svealand, 114 28, Sverige"

+"The Hebrew University of Jerusalem, Israel",31.7918555,35.244723,"האוניברסיטה העברית בירושלים, Reagan Plaza, קרית מנחם בגין, הר הצופים, ירושלים, מחוז ירושלים, NO, ישראל"

+University of Dundee,56.45796755,-2.98214831353755,"University of Dundee, Park Wynd, Law, Dundee, Dundee City, Scotland, DD1 4HN, UK"

+Waseda University,33.8898728,130.708562047107,"早稲田大学 北九州キャンパス, 2-2, 有毛引野線, 八幡西区, 北九州市, 福岡県, 九州地方, 808-0135, 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"

+The Australian National University,-37.81354365,144.971791681654,"Australian National University, 52, Collins Street, Melbourne City, City of Melbourne, Victoria, 3000, Australia"

+Institute for System Programming,55.7449881,37.6645042069876,"ИСП РАН, 25, улица Александра Солженицына, Швивая горка, Таганский район, Центральный административный округ, Москва, ЦФО, 109004, РФ"

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

+University of Illinois Urbana Champaign,40.11116745,-88.2258766477716,"B-3, South Mathews Avenue, Urbana, Champaign County, Illinois, 61801, USA"

diff --git a/reports/institutions_not_found.csv b/reports/institutions_not_found.csv
index 5f68f834..b429c8e8 100644
--- a/reports/institutions_not_found.csv
+++ b/reports/institutions_not_found.csv
@@ -389,3 +389,140 @@ SUS college of Engineering and Technology
 "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"

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

+"Institute for Infocomm Research, A*STAR, Singapore"

+U.S. Army Research Laboratory

+"a Institute of Anatomy I, School of Medicine, Friedrich Schiller University, Germany"

+"Texas AandM University, College Station, TX, USA"

+"Technological Educational Institute of Athens, 12210 Athens, Greece"

+"National University of Singapore Research Institute, Suzhou, China"

+"Faculty of Science and Technology, University of Macau"

+Nam k Kemal University

+"Doctor of Philosophy in Computing of Imperial College, February"

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

+"CNRS , Institute of Automation of the Chinese Academy of Sciences"

+"c Cardiff Business School, Cardiff University, Cardiff, United Kingdom"

+"Psychology, American University"

+"H. He, Honkong Polytechnic University"

+College of Computer Science and Information Sciences

+College of Information and Electrical Engineering

+"ISTMT, Laboratory of Research in Biophysics and Medical Technologies LRBTM Higher Institute of Medical Technologies of Tunis"

+"recognition, such as human computer interfaces and e-services, including e-home"

+"Vision and Sensing, HCC, ESTeM, University of Canberra"

+"Laboratory for Human Brain Dynamics, RIKEN Brain Science Institute (BSI), 2-1 Hirosawa, Wakoshi, Saitama, 351-0198, Japan"

+"School of Software, Tianjin University"

+High Institute of Medical Technologies

+Funding was provided by the U.S. National Institutes of Mental

+"Center for Sensor Systems  (ZESS) and Institute for Vision and Graphics#, University of Siegen"

+"Doctoral School of Automatic Control and Computers, University POLITEHNICA of Bucharest, Romania"

+A Thesis submitted to McGill University in partial fulfillment of the requirements for the

+at the University of Central Florida

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

+"additional details of DCS descriptors, including visualization. For extending the evaluation"

+"University College London, 12 Queen Square, London WC1N 3BG, UK"

+Language Technologies Institute

+"System Research Center, NOKIA Research Center, Beijing, 100176, China"

+"Computer Vision for Human Computer Interaction, Karlsruhe Institute of Technology, Germany"

+"Leiden Institute of Advanced Computer Science, Leiden University, The Netherlands"

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

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

+"Virudhunagar Hindu Nadars  Senthikumara Nadar College, Virudhunagar"

+"Indraprastha Institute of Information Technology (Delhi, India"

+"Machine Perception Laboratory, University of California, San Diego"

+"School of Optics and Electronics, Beijing Institute of Technology, Beijing"

+"Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China"

+"Computational Medicine Laboratory, Institute of Computer Science, Foundation for Research and Technology - Hellas"

+"Institute of Automation, Chinese Academy of Sciences, 100190, Beijing, P.R.C"

+"State Key Laboratory of CAD and CG, ZHE JIANG University, HangZhou, 310058 China"

+"Priyadarshini College of Engg, Nagpur, India"

+"Facial expression  gures prominently in research on almost every aspect of emotion, including psychophys"

+"National University of Computer and Emerging Sciences (NUCES-FAST), Islamabad, Pakistan"

+"Center for Healthy Aging, University of"

+"J. P. College of Engineering, India"

+Vietnam National University Ho Chi

+"Faculty of Computer and Information Science, University of Ljubljana, Ve cna pot 113, SI-1000 Ljubljana"

+"Nanjing University of Information Science and Technology, Nanjing, 210044, China"

+UNIVERSITY OF OULU P.O. Box 8000 FI-90014 UNIVERSITY OF OULU FINLAND

+"Hector Research Institute of Education Sciences and Psychology, T ubingen"

+"Key Laboratory of Pervasive Computing (Tsinghua University), Ministry of Education"

+B.S./M.S. Brandeis University

+"a Section of Biomedical Image Analysis, University of Pennsylvania, 3600 Market, Suite 380, Philadelphia, PA 19104, USA"

+Carnegie Melon University

+"Quanti ed Employee unit, Finnish Institute of Occupational Health"

+"School of Computer Engineering, Nanyang Technological University, Singapore"

+"University of Caen, France"

+USC Institute for Creative Technologies

+"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA"

+"State University of Rio de Janeiro, Brazil"

+"Institute of Automation, Chinese Academy of Sciences (CASIA"

+"Faculty of Computer, Khoy Branch, Islamic Azad University, Khoy, Iran"

+"Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, CAS"

+"of Psychology, Princeton University, Princeton, NJ 08540. E-mail"

+"Division of Electronics and Electrical Engineering, Dongguk University, 30 Pildong-ro 1-gil, Jung-gu"

+"Faculty of Electrical Engineering, Mathematics and Computer Science, University"

+"National Chung Cheng University, Chiayi, Taiwan, R.O.C"

+"Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore"

+"School of Psychology, The University of New South Wales, Sydney, Australia, 2 School of Psychology"

+"Institute of Digital Media, Peking University, Beijing 100871, China"

+ATR Human Information Processing Research Laboratories

+"School of Psychology, University of Auckland, Auckland, New Zealand"

+"Deparment of Computing, Imperial College London, UK"

+"Doctor of Philosophy in Computer Science at Cardi  University, July 24th"

+"IIIS, Tsinghua University, Beijing, China"

+"Faculty of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain"

+"Ph.D Research Scholar, Karpagam University, Coimbatore, Tamil Nadu, India"

+"Lecturer, Amity school of Engineering and Technology, Amity University, Haryana, India"

+"the Chinese University of Hong Kong, Shatin, Hong Kong"

+"Carnegie Mellon University, CyLab Biometrics Center, Pittsburgh, PA, USA"

+"2 School of Computing, National University of Singapore"

+"ISLA Lab, Informatics Institute, University of Amsterdam"

+"MIT, McGovern Institute, Center for Brains, Minds and Machines"

+"puter Engineering, National University of Singapore, Singapore (e-mails"

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

+"MCA Student, Sri Manakula Vinayagar Engineering College, Pondicherry"

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

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

+"Visual Geometry Group, University of Oxford, UK"

+"Publication details, including instructions for authors and subscription information"

+"PG scholar, Communication Systems, Adhiyamaan College of Engineeing, Hosur, (India"

+"College of Science, Baghdad University, Baghdad, Iraq"

+"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore"

+"Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China"

+"and bDivision of Engineering and Applied Sciences 136-93, California Institute of Technology, Pasadena, CA"

+"Intelligent Systems Lab Amsterdam, University of Amsterdam"

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

+"Carnegie Mellon University, CyLab Biometrics Center, Pittsburgh, PA, USA"

+"Australian National University, 2Smart Vision Systems, CSIRO, 3CVLab, EPFL"

+"PG scholar, Communication Systems, Adhiyamaan College of Engineeing, Hosur, (India"

+University of North Carolina Wilmington in Partial Ful llment

+UNIVERSITY OF OULU P.O. Box 8000 FI-90014 UNIVERSITY OF OULU FINLAND

+"School of Computer Engineering, Shahrood University of Technology, Shahrood, IRAN"

+"Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan"

+"Northumbria University, Newcastle Upon-Tyne NE21XE, UK"

+B.S.Abdur Rahman University B.S.Abdur Rahman University

+"Center for Machine Vision and Signal Analysis (CMVS), University of Oulu, Finland"

+"National Chung Cheng University, Chiayi, Taiwan, R.O.C"

+"Aristotle University of Thessaloniki, Box 451, 54124 Thessaloniki, Greece"

+"School of Applied Statistics, National Institute of Development Administration, Bangkok, Thailand"

+"2 School of Computing, National University of Singapore"

+"University of Maryland, College Park, USA"

+"Institute of Computer Science and Technology, Chongqing University of Posts and"

+"Lomonosov Moscow State University, 2Video Analysis Technologies, LLC"

+"HOD, St. Joseph College of Information Technology, Songea, Tanzania"

+"a Section of Biomedical Image Analysis, University of Pennsylvania, 3600 Market, Suite 380, Philadelphia, PA 19104, USA"

+"School of Behavioral and Brain Sciences, The University of Texas at Dallas, USA"