final foound not found

1 files changed, 0 insertions, 683 deletions

diff --git a/reports/institutions_not_found.csv b/reports/institutions_not_found.csv
deleted file mode 100644
index 2a99074c..00000000
--- a/reports/institutions_not_found.csv
+++ /dev/null
@@ -1,683 +0,0 @@
-"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"

-"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"

-"University Technology of Malaysia, 81310 Skudai, Johor, Malaysia"

-"Sri SidarthaInstitute of Technology, Tumkur"

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

-Bharath Institute of Science and Technology

-"Institute ofInformation Science, Academia Sinica, Taipei, Taiwan"

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

-"School of Computer Science, Carnegie Mellon University, 15213, USA"

-"University of Siena, Siena, Italy"

-"School of Computer, Beijing Institute of Technology, Beijing, China"

-"ICT-ISVISION Joint RandD Laboratory for Face Recognition, Institute of Computer Technology, The Chinese Academy of Sciences"

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

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

-"State University of Rio de Janeiro, Brazil"

-"Montefiore Institute, University of Li ge, 4000 Li ge, Belgium"

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

-"College of Science, Menou a University, Menou a 32721, Egypt"

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

-"Deparment of Computing, Goldsmiths, University of London, UK"

-"Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom"

-"Engineering, Ton Duc Thang University, 19 Nguyen Huu Tho Street, Ho Chi Minh City, Vietman"

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

-Vietnam National University Ho Chi

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

-"Johns Hopkins University, 3400 N. Charles Street, Baltimore, MD 21218, USA"

-"Intelligent Information Engineering and Science, Doshisha University, Kyoto, Japan"

-"Language Technology Institute, Carnegie Mellon University, Pittsburgh, PA, USA"

-"NICTA, and Australian National University"

-"Ross School of Business, University of Michigan, Ann Arbor, MI, USA"

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

-"ISLA Lab, Informatics Institute"

-"Minia University, Egypt"

-"Computer Vision Laboratory, Link oping University, SE-581 83 Link oping, Sweden"

-Science and the Robotics Institute at Carnegie Mellon University. This study was supported in part

-Link to publication in University of Groningen/UMCG research database

-"GSCM-LRIT, Faculty of Sciences, Mohammed V University-Agdal, Rabat, Morocco"

-"applications has different requirements, including: processing time (off-line, on-line, or real-time"

-"School of Mathematical Science, Dalian University of Technology, Dalian, China"

-Institute of Deep Learning

-"Courant Institute of Mathematical Sciences and Google Research, New York, NY"

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

-"College of Electronics and Information, Northwestern Polytechnic University"

-"cid:3) School of Software, Tsinghua University"

-"Hunan Provincial Key Laboratory of Wind Generator and Its Control, Hunan Institute of Engineering, Xiangtan, China"

-"of Engineering and Information Technology, University of Technology, Sydney, Australia"

-"Augmented Vision Lab, Technical University Kaiserslautern, Kaiserslautern, Germany"

-"versity of Amsterdam, Amsterdam and University of Trento"

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

-"Lister Hill National Center for Biomedical Communications, National Library of Medicine, National Institutes of Health"

-"IES College of Technology, Bhopal"

-"Assistant Lecturer, College of Science, Baghdad University, Baghdad, Iraq"

-"Springer Science + Business Media, Inc. Manufactured in The Netherlands"

-Institute for Computer Graphics and Vision

-"IIIS, Tsinghua University, Beijing, China"

-"Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of"

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

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

-Economy (MKE) and the Korea Evaluation Institute of Industrial Technology (KEIT

-"Dean, K.S.Rangasamy College of Technology, Namakkal, TamilNadu, India"

-"Hasan Kalyoncu University, Gaziantep, Turkey"

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

-"and especially light angle, drastically change the appearance of a face [1]. Facial expressions, including"

-A dissertation submitted to the Faculty of the University of Delaware in partial

-"EEMCS, University of Twente, Netherlands"

-"Arts Media and Engineering, Arizona State University"

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

-University of Cambridge Computer Laboratory

-B.S.Abdur Rahman University B.S.Abdur Rahman University

-"Vision and Fusion Lab, Karlsruhe Institute of Technology KIT, Karlsruhe, Germany"

-No Institute Given

-"Institute of Computing Technology, Chinese Academy of Sciences"

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

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

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

-"GREYC Laboratory, ENSICAEN - University of Caen Basse Normandie - CNRS"

-"Psychonomic Society, Inc"

-"B. Tech., Indian Institute of Technology Jodhpur"

-"QCIS, University of Technology, Sydney"

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

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

-"Division of IT Convergence, Daegu Gyeongbuk Institute of Science and Technology"

-"ITCS, Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing"

-"School of Computer Science, Fudan University, Shanghai 200433, China"

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

-"ESTeM, University of Canberra"

-"Center for Machine Vision and Signal Analysis, University of Oulu, Finland"

-Stevens Institute of Technology  Adobe Systems Inc

-NSS College of Engineering

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

-"School of EECS, Queen Mary University of London"

-"Graduate Institute ofNetworking and Multimedia, National Taiwan University, Taipei, Taiwan"

-"National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba 305-8560, Japan"

-"Research Scholar (M.Tech, IT), Institute of Engineering and Technology"

-"Faculty of Informatics, E otv os Lor and University, Budapest, Hungary"

-"M.Tech, Sri Sunflower College of Engineering and Technology, Lankapalli"

-"University of Balochistan, Quetta"

-"Multimedia University (MMU), Cyberjaya, Malaysia"

-eBay Research Labs

-"Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford, GU2 7XH"

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

-Engineering Chaoyang University Nankai Institute of

-"School of Automation Engineering, University of Electronic Science and Technology of China, No. 2006, Xiyuan Ave"

-"The Chinese University of Hong Kong, Hong Kong SAR, China"

-"Center for Biometrics and Security Research and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"

-AristotleUniversityofThessaloniki

-"Vision and Sensing, HCC Lab, ESTeM, University of Canberra"

-"Sri Chandrasekharendra Saraswathi Viswa Mahavidyalaya University, Kanchipuram, India"

-"Graduate School of Information Science, Nara Institute of Science and Technology, Ikoma-shi, Nara"

-"Government College of Engineering, Aurangabad [Autonomous"

-Carnegie Melon University

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

-"University of Amsterdam, Amsterdam, the Netherlands, 2 Leiden University"

-"State Key Laboratory for Novel Software Technology, Nanjing University, China"

-"Imperial College, South Kensington Campus, London SW7 2AZ, UK"

-USC Institute for Creative Technologies

-A DISSERTATION SUBMITTED TO THE UNIVERSITY OF MANCHESTER

-"Pattern Recognition and Bioinformatics Group, Delft University of Technology, The Netherlands"

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

-"University of Amsterdam; 2Amsterdam Brain and Cognition Center, University of"

-Institute for Robotics and Intelligent Systems

-"Research Center for Learning Science, Southeast University, Nanjing, China"

-University of Science and Technology Beijing

-B. S. Rochester Institute of Technology

-"National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"

-"College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China"

-The Robotics Institute   Carnegie Mellon University

-"University of Ioannina, Ioannina, Greece, 2 Computational Biomedicine"

-"School of Computer Science and Technology, Tianjin University, Tianjin, China"

-University of California at San Diego

-Institute for Neural Computation

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

-"CVAP, KTH (Royal Institute of Technology), Stockholm, SE"

-Institute for Advanced Computer Studies

-"Solapur University, INDIA"

-High Institute of Medical Technologies

-"Psychology, American University"

-Multimedia Laboratory at The Chinese University of Hong Kong

-"Human Interface Technology Lab New Zealand, University of Canterbury, New Zealand"

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

-"to visually detectable changes in facial appearance, including blushing and tears. These"

-The Chinese University ofHong Kong

-"University of Caen, France"

-"School of Computer Science and Engineering, Nanyang Technological University, Singapore"

-"ESAT, Katholieke Universiteit Leuven, Leuven, Belgium"

-Tsinghua-CUHK Joint Research Center for Media Sciences

-ATR Human Information Processing Research Laboratories

-"Shenzhen Key Lab of CVPR, Shenzhen Institutes of Advanced Technology"

-"University of Verona, Verona, Italy"

-"University of Maryland, College Park, USA"

-"Universitat Polit`ecnica de Catalunya,  Columbia University"

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

-aInformation Sciences Institute

-"Moscow Institute of Physics and Technology, Institutskiy per., 9, Dolgoprudny, 141701, Russia"

-"face processing, including age (Berry, 1990), sex (Hill"

-"School of Computer Science, Carnegie Mellon University, USA"

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