1 files changed, 709 insertions, 0 deletions
diff --git a/reports/institution_names.csv b/reports/institution_names.csv
index ef0b2a51..7010cb87 100644
--- a/reports/institution_names.csv
+++ b/reports/institution_names.csv
@@ -6,17 +6,22 @@ A DISSERTATION SUBMITTED TO THE UNIVERSITY OF MANCHESTER
 A Thesis submitted to McGill University in partial fulfillment of the requirements for the
 A dissertation submitted to the Faculty of the University of Delaware in partial
 A dissertation submitted to the University of Bristol in accordance with the requirements
+"A. van Kleef, University of Amsterdam"
 AALTO UNIVERSITY
 "ACRV, The Australian National University  University of Oxford  QUVA Lab, University of Amsterdam"
 "ADSIP Research Centre, University of Central Lancashire"
 AI Institute
 ALICE Institute
+"ALPHA COLLEGE OF ENGINEERING, CHENNAI"
 ARISTOTLE UNIVERSITY OF THESSALONIKI
 ATR Human Information Processing Research Laboratories
 ATR Human Information Processing Research Laboratory
 ATR Interpreting Telecommunications Research Laboratories
 "Aalborg University, Denmark"
+"Aalen University, Germany"
+"Aalto University, Espoo, Finland"
 "Aarhus University, Finlandsgade 22 8200 Aarhus N, Denmark"
+"Abdul WaliKhan University, Mardan, KPK, Pakistan"
 "Aberystwyth University, UK"
 "Abha Gaikwad -Patil College of Engineering, Nagpur, Maharashtra, India"
 "Academic Center for Computing and Media Studies, Kyoto University, Kyoto 606-8501, Japan"
@@ -29,8 +34,10 @@ Acharya Institute Of Technology
 "Aditya institute of Technology and Management, Tekkalli-532 201, A.P"
 "Adobe Systems, Inc., 345 Park Ave, San Jose, CA"
 "Advanced Digital Sciences Center (ADSC), University of Illinois at Urbana-Champaign, Singapore"
+"Advanced Digital Sciences Center, University of Illinois at Urbana-Champaign, Singapore"
 "Advanced Engineering, The Chinese University of Hong Kong"
 "Advanced Imaging Science, Multimedia, and Film Chung-Ang University, Seoul"
+"Affiliated to Anna university, Chennai"
 "Affiliated to Guru Gobind Singh Indraprastha University, Delhi, India"
 AgnelAnushya P. is currently pursuing M.E (Computer Science and engineering) at Vins Christian college of
 Akita Prefectural University
@@ -42,17 +49,22 @@ Alan W Black (Carnegie Mellon University
 Alex Waibel (Carnegie Mellon University
 "Alexandria University, Alexandria, Egypt"
 "Alin Moldoveanu, Faculty of Automatic Control and Computers, University POLITEHNICA of Bucharest"
+Allen Institute for Arti cial Intelligence
 Allen Institute for Arti cial Intelligence (AI
 "Allen Institute for Arti cial Intelligence (AI2), Seattle, WA"
 "Amal Jyothi College of Engineering, Kanjirappally, India"
 "Amazon, Inc"
+American University
 "American University, Washington, DC, USA"
 Amherst College
 Amirkabir University of Technology
 "Amirkabir University of Technology,   University of Southern California"
 "Amirkabir University of Technology, Tehran"
+"Amirkabir University of Technology, Tehran, Iran"
 "Amirkabir University of Technology, Tehran. Iran"
+Amity University
 "Amity University, Lucknow, India"
+"Amity University, Noida, India"
 "Amsterdam; and 3Center for Experimental Economics and Political Decision Making, University of Amsterdam"
 "Anatomy and Genetics, University of Oxford, Oxford, United Kingdom; 3The Wellcome"
 "AncyRijaV, Author is currently pursuing M.E (Software Engineering) in Vins Christian College of"
@@ -69,10 +81,14 @@ Aristotle University of Thessaloniki GR
 "Aristotle University of Thessaloniki, GR-54124 Thessaloniki, Greece"
 "Aristotle University of Thessaloniki, Greece"
 "Aristotle University of Thessaloniki, Thessaloniki 541 24, Greece"
+"Aristotle University of Thessaloniki, Thessaloniki, Greece"
 AristotleUniversityofThessaloniki
 Arizona State University
 "Arizona State University, AZ, USA"
+"Arizona State University, Phoenix, Arizona"
 "Arizona State University, Tempe AZ"
+Army Research Laboratory
+"Aron Szekely, University of Oxford, UK"
 "Arti cial Intelligence Institute, China"
 "Arts Media and Engineering, Arizona State University"
 "Arts, Commerce and Science College, Gangakhed, M.S, India"
@@ -95,7 +111,9 @@ Australian National University and NICTA
 "Australian National University, 2Smart Vision Systems, CSIRO, 3CVLab, EPFL"
 "Australian National University, Canberra"
 "Australian National University, Canberra, ACT 0200, Australia"
+"Australian National University, Canberra, Australia"
 "Australian National University, and NICTA"
+"Author s addresses: X. Peng, University of Rochester; L. Chi"
 "Author s addresses: Z. Li and D. Gong, Shenzhen Institutes of Advanced Technology, Chinese Academy"
 Autonomous University of Barcelona
 Azad University of Qazvin
@@ -112,15 +130,19 @@ B.S. University of Central Florida
 B.S. University of Indonesia
 "B.S., Computer Engineering, Bo gazi ci University"
 "B.S., E.E., Bo azi i University"
+"B.S., Pennsylvania State University"
 B.S./M.S. Brandeis University
 B.S.Abdur Rahman University B.S.Abdur Rahman University
 "B.Sc., University of Science and Technology of China"
 "B.Tech (C.S.E), Bharath University, Chennai"
+"B.Tech., Electronics Engineering, Institute of Technology, Banaras Hindu University"
 "BECS, Aalto University School of Science and Technology, Finland"
 "BECS, Aalto University, Helsinki, Finland"
 "BRIC, University of North Carolina at Chapel Hill, NC 27599, USA"
 "Babes Bolyai University, 58-60 Teodor Mihali, C333, Cluj Napoca"
+"Bacha Khan University, Charsadda, KPK, Pakistan"
 "Badji-Mokhtar University, P.O.Box 12, Annaba-23000, Algeria"
+"Bahc es ehir University, Istanbul, Turkey"
 Bahcesehir University
 Baidu IDL and Tsinghua University
 Baidu Research   Institute of Deep Learning
@@ -132,36 +154,52 @@ Bangladesh University of Engineering and Technology(BUET
 "Bapuji Institute of Engineering and Technology Davanagere, Karnataka, India"
 "Bar Ilan University, Israel"
 Bas kent University
+"Baze University, Abuja, Nigeria"
 Beckman Institute
 Beckman Institute for Advanced Science and Technology
+"Beckman Institute, University of Illinois at Urbana-Champaign"
 "Beckman Institute, University of Illinois at Urbana-Champaign, IL USA"
 "Beckman Institute, University of Illinois at Urbana-Champaign, IL, USA"
 "Beckman Institute, University of Illinois at Urbana-Champaign, USA"
 "Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA"
+"Beckmann Institute, University of Illinois at Urbana-Champaign, USA"
+"Behavioural Science Group, Warwick Business School, University of Warwick; and 4Faculty of Psychology"
+"Behavioural Science Institute, Radboud University, Nijmegen, the Netherlands"
 Beihang University
 "Beihang University 2Gri th University 3University of York, UK"
+"Beihang University, 2The Chinese University of Hong Kong, 3Sensetime Group Limited"
 "Beihang University, Beijing 100191, China"
 "Beihang University, Beijing, China"
+Beijing Institute of Technology
 "Beijing Institute of Technology University, P. R. China"
 "Beijing Institute of Technology, Beijing 100081 CHINA"
 "Beijing Institute of Technology, Beijing 100081, PR China"
 "Beijing Institute of Technology, Beijing, China"
 "Beijing Institute of Technology, China"
 Beijing Jiaotong University
+"Beijing Lab of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, China"
 "Beijing Laboratory of IIT, School of Computer Science, Beijing Institute of Technology, Beijing, China"
+Beijing National Research Center for Information Science and Technology
 "Beijing Normal University, China"
 "Beijing Union University, 100101, China"
+"Beijing University of Chemical Technology, China"
 Beijing University of Posts and Telecommunications
 "Beijing University of Posts and Telecommunications, Beijing, China"
 "Beijing University of Posts and Telecommunications, Beijing, China. 2School of"
 "Beijing University of Posts and Telecommunications, Beijing, P.R. China"
 "Beijing University of Technology, Beijing 100022, China"
 "Beijing, China"
+"BeingTogether Centre, Institute for Media Innovation, Singapore 637553, Singapore"
 "Benha University, Egypt"
+Berlin Institute of Technology
 Bharath Institute of Science and Technology
+"Bharath University, India"
 "Bharathidasan University, Trichy, India"
 "Bharti Vidyapeeth Deemed University, Pune, India"
+"Bibliographic details for the item, including a URL"
 Bielefeld University
+"Big Data Institute, University of Oxford"
+"Big Data Research Center, University of Electronic Science and Technology of China"
 "Bilgi University, Dolapdere, Istanbul, TR"
 Bilkent University
 "Bilkent University, 06800 Cankaya, Turkey"
@@ -170,7 +208,9 @@ Bilkent University
 Biometric Research Center
 "Biometric Research Center, The Hong Kong Polytechnic University"
 "Biometric and Image Processing Lab, University of Salerno, Italy"
+"Biometrics Research Lab, College of Computer Science, Sichuan University, Chengdu 610065, China"
 "Birkbeck College, University of London"
+Birkbeck University of London
 Bo gazi ci University
 "Bo gazi ci University, Turkey"
 "Bo gazic i University, Istanbul, Turkey"
@@ -182,23 +222,32 @@ Boston College
 "Boston College; 2Psychiatric Neuroimaging Program, Massachusetts General Hospital, Harvard Medical School; and 3Athinoula A. Martinos"
 Boston University
 Boston University / **Rutgers University / ***Gallaudet University
+Boston University 2Pattern Analysis and Computer Vision (PAVIS
 Boston University Computer Science Technical Report No
 Boston University Theses and Dissertations
+Boston University and 2University of North Carolina
 "Boston University, Boston, MA"
 "Boston University, Linguistics Program, 621 Commonwealth Avenue, Boston, MA"
 "Boston University, USA"
+"Boston University1, University of Tokyo"
 Bournemouth University
 "Bournemouth University, UK"
 "Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA"
+"Brazil, University Hospital Zurich, Z rich"
 Brown University
+Brown University 2University of Bath
 "Brown University, 2University of California, San Diego, 3California Institute of Technology"
 "Brown University, Providence, RI"
+"Brown University, Providence, RI 02912, USA"
 "Brown University, United States"
+"Budapest, Hungary, E tv s Lor nd University, Budapest, Hungary, 3 Institute for Computer Science"
 "C.L. Teo, University of Maryland"
 CALIFORNIA INSTITUTE OF TECHNOLOGY
 CARNEGIE MELLON UNIVERSITY
 "CAS), Institute of Computing Technology, CAS, Beijing 100190, China"
 "CAS), Institute of Computing Technology, CAS, Beijing, 100190, China"
+"CBSR and NLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China"
+"CBSRandNLPR, Institute of Automation, Chinese Academy of Sciences, Beijing, China"
 "CISE, University of Florida, Gainesville, FL"
 "CISUC, University of Coimbra"
 "CMR Institute of Technology, Hyderabad, (India"
@@ -210,6 +259,10 @@ COMSATS Institute of Information Technology Wah Cantt
 "COMSATS Institute of Information Technology, Lahore 54000, Pakistan"
 "COMSATS Institute of Information Technology, Pakistan"
 "CRCV, University of Central Florida"
+"CRIPAC and NLPR and CEBSIT, CASIA 2University of Chinese Academy of Sciences"
+"CUHK - SenseTime Joint Lab, The Chinese University of Hong Kong"
+"CUHK - SenseTime Joint Lab, The Chinese University of Hong Kong 2Amazon Rekognition"
+"CUHK-SenseTime Joint Lab, The Chinese University of Hong Kong"
 CUNY City College
 CUNY Graduate Center and City College
 "CVAP, KTH (Royal Institute of Technology), Stockholm, SE"
@@ -219,14 +272,17 @@ CUNY Graduate Center and City College
 CVSSP   University of Surrey
 "CVSSP, University of Surrey"
 "CVSSP, University of Surrey, UK"
+"Ca  Foscari University of Venice, Venice, Italy"
 "Caarmel Engineering College, MG University, Kerala, India"
 "Calgary, 2500 University Dr., N.W. Calgary, AB, Canada T2N 1N4. Tel"
 California Institute of Technology
+"California Institute of Technology, 1200 East California Boulevard Pasadena, California, USA"
 "California Institute of Technology, Pasadena, CA"
 "California Institute of Technology, Pasadena, CA, USA"
 "California Institute of Technology, Pasadena, California, USA"
 "California Institute of Technology, USA"
 "California State University, Fullerton, USA"
+"California State University, Long Beach, USA"
 Cambridge Research Laboratory
 Cambridge University
 "Cambridge University, Trumpington Street, Cambridge CB21PZ, UK"
@@ -237,6 +293,8 @@ Cardi  University
 Carleton University
 Carnegie Mellon University
 Carnegie Mellon University (CMU
+Carnegie Mellon University 2University of Washington 3Allen Institute for Arti cial Intelligence
+"Carnegie Mellon University 4College of CS and SE, Shenzhen University"
 "Carnegie Mellon University Pittsburgh, PA - 15213, USA"
 "Carnegie Mellon University Pittsburgh, PA, USA"
 "Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA"
@@ -250,8 +308,11 @@ Carnegie Mellon University (CMU
 "Carnegie Mellon University, Pittsburgh, USA"
 "Carnegie Mellon University, USA"
 Carnegie Melon University
+Carney Institute for Brain Science
 "Catholic University of Rio de Janeiro, Brazil"
+"Center For Automation Research, University of Maryland, College Park"
 "Center for Arti cial Vision Research, Korea University"
+"Center for Automated Learning and Discovery), Carnegie Mellon University"
 "Center for Automation Research (CfAR), University of Maryland, College Park, MD"
 "Center for Automation Research, UMIACS, University of Maryland, College Park"
 "Center for Automation Research, UMIACS, University of Maryland, College Park, MD"
@@ -269,6 +330,7 @@ Carnegie Melon University
 "Center for Cognitive Science, University of Turin, Turin, Italy, 2 Neuroscience Institute of Turin"
 "Center for Cognitive Ubiquitous Computing, Arizona State University, Tempe, AZ, USA"
 "Center for Computational Biomedicine Imaging and Modeling Center, Rutgers University, New Brunswick, NJ"
+"Center for Computational Intelligence, Nanyang Technology University, Singapore"
 "Center for Healthy Aging, University of"
 "Center for Information Science, Peking University, Beijing 100871, China"
 "Center for Information and Neural Networks, National Institute of Information and Communications Technology (NICT"
@@ -286,9 +348,12 @@ Carnegie Melon University
 Central Mechanical Engineering Research Institute
 "Central Mechanical Engineering Research Institute, Durgapur, West Bengal, India"
 "Central Tehran Branch, Azad University"
+"Central University of Finance and Economics, Beijing, China"
 Central Washington University
 "Central Washington University, 400 E. University Way, Ellensburg, WA 98926, USA"
+"Centre for Applied Autism Research, University of Bath, Bath, United Kingdom, 2 Social and"
 "Centre for Bioinformatics, Biomarker Discovery and Information-Based Medicine, The University of Newcastle, Callaghan, Australia, 2 Departamento de Engenharia de"
+"Centre for Imaging Sciences, University of"
 "Centre for Intelligent Machines, McGill University, Montreal, Canada"
 "Centre for Quantum Computation and Intelligent Systems, FEIT, University of Technology Sydney, Australia"
 "Centre for Quantum Computation and Intelligent Systems, Faculty of Engineering and IT, University of"
@@ -296,6 +361,8 @@ Central Washington University
 "Centre for Quantum Computation and Intelligent Systems, University of Technology Sydney, Sydney, Australia"
 "Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford GU2 7XH, UK"
 "Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford, GU2 7XH"
+"Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford, UK"
+"Centre for Vision, Speech and Signal Processing, University of Surrey, UK"
 "Chalmers University of Technology, SAFER"
 "Chandigarh Engg. College, Mohali, Punjab, India"
 "Chandigarh University, Gharuan, Punjab, India"
@@ -307,6 +374,8 @@ China University of Mining and Technol
 "China, 2 Changchun Institute of Optics, Fine Mechanics and Physics, CAS, Changchun, China, 3 School of"
 "China, 2 School of Computer Science and Engineering, Nanjing University of Science and Technology"
 "China-Singapore Institute of Digital Media, Singapore"
+Chinese University of Hong Kong
+Chittagong University of Engineering and Technology
 "Chonbuk National University, Jeonju 561-756, Korea"
 "Chonbuk National University, Jeonju-si"
 "Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences"
@@ -325,16 +394,20 @@ Clemson University
 Coburg University
 "Cognitive Arti cial Intelligence, Utrecht University, Heidelberglaan 6, 3584 CD, Utrecht"
 "Cognitive Brain Research Unit, Institute of Behavioural Sciences, University of"
+"Cognitive Neuroscience Laboratory, Centre of Biology and Health Sciences, Mackenzie Presbyterian University, S o Paulo"
 "Cognitive Systems Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany"
 "Collage of Sciences, Baghdad University, Iraq"
 "College Heights Blvd, Bowling Green, KY"
 "College Park, MD"
 "College Park, MD 20742 USA"
 "College Park, MD, 20740, USA"
+"College Park, MD, USA"
 "College Park, Maryland"
 "College Park, USA"
 "College Park, United States"
 "College Road East, Princeton, NJ"
+"College of Automation, Harbin Engineering University, Heilongjiang, China"
+College of Computer Science
 College of Computer Science and Information Sciences
 "College of Computer Science and Information Technology, Central South University of Forestry and Technology, Hunan 410004, China"
 "College of Computer Science and Information Technology, Northeast Normal University, Changchun"
@@ -342,15 +415,22 @@ College of Computer Science and Information Sciences
 College of Computer Science and Technology
 "College of Computer Science and Technology, Chongqing"
 "College of Computer Science and Technology, Zhejiang University, China"
+"College of Computer Science and Technology, Zhejiang University, Hangzhou, China"
 "College of Computer Science, Chongqing University, Chongqing, 400030, China"
 "College of Computer Science, Chongqing University, Chongqing, China"
+"College of Computer Science, Sichuan University"
 "College of Computer Science, Sichuan University, Chengdu 610065, P.R. China"
+"College of Computer Science, Sichuan University, Chengdu, China"
 "College of Computer Science, Zhejiang University"
+"College of Computer Science, Zhejiang University, Hangzhou 310027, China"
 "College of Computer Science, Zhejiang University, Hangzhou, China"
 "College of Computer Science, Zhejiang University, Zhejiang, China"
+"College of Computer and Control Engineering, Nankai University 4 Hikvision Research"
+"College of Computer and Control Engineering, Nankai University 4: Hikvision Research"
 "College of Computer and Information Engineering, Nanyang Institute of Technology"
 "College of Computer and Information Engineering, Tianjin Normal University, Tianjin 300387, China"
 College of Computer and Information Science
+"College of Computer and Information Science, Northeastern University, Boston, MA, USA"
 "College of Computer and Information Science, Northeastern University, Boston, USA"
 "College of Computer and Information Science, Northeastern University, MA, USA"
 "College of Computer and Information Science, Southwest University, Chongqing 400715, China"
@@ -360,28 +440,36 @@ College of Computing
 "College of Computing, Georgia Institute of Technology"
 "College of Computing, Georgia Institute of Technology, Atlanta, GA, USA"
 College of Electrical and Information Engineering
+"College of Electrical and Information Engineering, Hunan University, China"
 "College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"
+"College of Electronics and Information Engineering, Sejong University"
 "College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China"
+"College of Electronics and Information Engineering, Tongji University"
 "College of Electronics and Information, Northwestern Polytechnic University"
 College of Engineering (Poly
 "College of Engineering Pune, India"
 College of Engineering and Computer Science
 College of Engineering and Mineral Resources
 "College of Engineering, Mathematics and Physical Sciences"
+"College of Engineering, Northeastern University, Boston, MA, USA"
 "College of Engineering, Pune, India"
 "College of Engineering, Purdue University"
 College of Image Arts and Sciences
 College of Informatics
 College of Information Engineering
 "College of Information Engineering, Shanghai Maritime University, Shanghai, China, 2 School of Information, Kochi University"
+College of Information Science and Electronic Engineering
 College of Information Science and Engineering
 "College of Information Science and Engineering, Ocean University of China, Qingdao, China"
 "College of Information Science and Engineering, Ritsumeikan University, Shiga 525-8577, Japan"
 "College of Information Science and Engineering, Xinjiang University"
+College of Information Science and Technology
 "College of Information and Communication Engineering, Sungkyunkwan University, Suwon-si, Gyeonggi"
+"College of Information and Computer Sciences, University of Massachusetts, Amherst"
 College of Information and Control Engineering in China University of Petroleum
 "College of Information and Control Engineering, China University of Petroleum, Qingdao 266580, China"
 College of Information and Electrical Engineering
+"College of Information and Engineering, Hunan University, Changsha, China"
 "College of Information, Yunnan Normal University, Kunming, China"
 "College of Mechatronic Engineering and Automation, National University of Defense Technology"
 "College of Medical Informatics, Chongqing Medical University, Chongqing, China"
@@ -390,12 +478,17 @@ College of Information and Electrical Engineering
 "College of Science, Menou a University, Menou a 32721, Egypt"
 "College of Sciences, Northeastern University, Shenyang 110819, China"
 "College of Software Engineering, Southeast University, Nanjing 210096, China"
+"College of Software, Beihang University"
 "College of software, Chongqing University of Posts and Telecommunications Chongqing"
 "CollegePark, MD"
 Colorado State University
+"Colorado State University, Fort Collins, CO 80523, USA"
 "Colorado State University, Fort Collins, Colorado, USA"
+"Colorado State University, Fort Collins, USA"
+"Columbia Business School, University of California, San Diego"
 Columbia University
 Columbia University in the City of New York
+"Columbia University,  National University of Singapore"
 "Columbia University, New York NY 10027, USA"
 "Columbia University, New York, NY"
 "Columbia University, New York, NY 10027, USA"
@@ -414,14 +507,19 @@ Compi`egne University of Technology
 "Computer Graphics Research Group, University of Freiburg, Freiburg, Germany"
 "Computer Information Systems, Missouri State University, 901 S. National, Springfield, MO 65804, USA"
 "Computer Laboratory, University of Cambridge, Cambridge, UK"
+"Computer School, University of South China, Hengyang, China"
+"Computer Science Depart., Cornell University, USA"
+"Computer Science Depart., Rochester University, USA"
 "Computer Science Division, The Open University of Israel"
 "Computer Science Division, The Open University of Israel, Israel"
+"Computer Science North South University, Dhaka"
 "Computer Science and Arti cial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA"
 "Computer Science and Electrical Engineering, West Virginia University, Morgantown, USA"
 "Computer Science and Engineering, Anna University, India"
 "Computer Science and Engineering, Easwari Engineering College, India"
 "Computer Science and Engineering, Michigan State University, East Lansing, USA"
 "Computer Science and Engineering, University of Michigan, Ann Arbor"
+"Computer Science and Engineering, University of Texas at Arlington, USA"
 "Computer Science and Engineering, University of Washington"
 "Computer Science and Engineering, University of Washington, Seattle, WA"
 "Computer Science and Engineering, University of Washington, Seattle, WA, USA"
@@ -433,10 +531,12 @@ Compi`egne University of Technology
 "Computer Science, Engineering and Mathematics School, Flinders University, Australia"
 "Computer Science, Princeton University, Princeton, NJ, USA"
 "Computer Vision Group, Friedrich Schiller University Jena"
+"Computer Vision Group, Friedrich Schiller University Jena, Germany"
 "Computer Vision Group, Friedrich Schiller University of Jena, Germany"
 "Computer Vision Group, L. D. College of Engineering, Ahmedabad, India"
 "Computer Vision Group, Xerox Research Center Europe, Meylan, France"
 "Computer Vision Lab, Delft University of Technology"
+"Computer Vision Lab, Delft University of Technology, Netherlands"
 "Computer Vision Laboratory, Link oping University, SE-581 83 Link oping, Sweden"
 "Computer Vision Laboratory, Link oping University, Sweden"
 "Computer Vision Laboratory, The University of Nottingham"
@@ -451,17 +551,24 @@ Computer and Vision Research Center
 Concordia University
 "Concordia University, Canada"
 "Concordia University, Computer Science and Software Engineering, Montr eal, Qu ebec, Canada"
+"Concordia University, Montreal, Quebec, Canada"
 Conference on CyberGames and Interactive Entertainment (pp. 52-58). Western Australia: Murdoch university
+"Cooperative Medianet Innovation Center (CMIC), Shanghai Jiao Tong University, China"
+"Cooperative Medianet Innovation Center, Shanghai Jiao Tong University"
 "Cooperative Medianet Innovation Center, Shanghai Jiaotong University"
 "Coordinated Science Lab, University of Illinois at Urbana-Champaign"
+"Copyright c(cid:2) 2017 The Institute of Electronics, Information and Communication Engineers"
 "Copyright c(cid:3) 2017 The Institute of Electronics, Information and Communication Engineers"
 Copyright for the publications made accessible via the Queen's University Belfast Research Portal is retained by the author(s) and / or other
 Cornell University
 Cornell University 2 Cornell Tech
 Cornell University 2Eastman Kodak Company
+Cornell University and Stanford University
 "Cornell University, Ithaca, NY, U.S.A"
 "Cornell University, Ithaca, New York"
+"Cornell University, Washington University in St. Louis"
 "Correspondence should be addressed to: Astrid C. Homan, University of Amsterdam, Weesperplein"
+"Country University, San Sebastian, Spain"
 Courant Institute
 Courant Institute and Google Research
 Courant Institute of Mathematical Sciences
@@ -470,6 +577,7 @@ Courant Institute of Mathematical Sciences
 "Current Address: Research Institute of Child Development and Education, University of Amsterdam"
 Curtin University of Technology
 "Curtin University, Perth, Australia"
+"Curtin University, Perth, WA 6102, Australia"
 Cyprus University of Technology
 "Cyprus University of Technology, Cyprus"
 Czech Technical University
@@ -477,6 +585,7 @@ Czech Technical University
 D.J. Sanghvi College of Engineering
 "D.Y.Patil Institute of Engineering and Technology, Pimpri, Pune"
 "D.Y.Patil Institute of Engineering and Technology, Pimpri, Pune-18, Savitribai Phule Pune University"
+"DAIS, University of Venice, Italy"
 DAP - University of Sassari
 "DCMandB, University of Michigan, Ann Arbor, USA 4 SCS, Carnegie Mellon University, Pittsburgh, USA"
 "DESTEC, FLSHR Mohammed V University-Agdal, Rabat, Morocco"
@@ -493,6 +602,8 @@ DISI - University of Trento
 DUBLIN CITY UNIVERSITY
 "DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, China"
 DVMM Lab - Columbia University
+Dalian Maritime University
+Dalian University of Technology
 "Dalian University of Technology, China"
 "Dalian University of Technology, Dalian 116024, China"
 "Dalian University of Technology, Dalian, China"
@@ -503,6 +614,7 @@ Dartmouth College
 "Dartmouth College, 6211 Sudiko  Lab, Hanover, NH 03755, USA"
 "Dartmouth College, NH 03755 USA"
 Datta Meghe College of Engineering
+"David R. Simmons, University of"
 "Dayananda Sagar College of Engg., India"
 "Dean, K.S.Rangasamy College of Technology, Namakkal, TamilNadu, India"
 Delft University of Technology
@@ -514,6 +626,7 @@ Democritus University of Thrace
 "Deparment of Computing, Imperial College London, UK"
 Departm nt of Information Engin ering  Th  Chines  University of Hong Kong
 "Deprtment of Computer Science and Engineering, JNTUA College of Engineering, India"
+DeustoTech - University of Deusto
 "Deva Ramanan, University of California at Irvine"
 "Dextro Robotics, Inc. 101 Avenue of the Americas, New York, USA"
 Dhaka University
@@ -524,6 +637,8 @@ Digital Media Research Center
 "Dipartimento di Sistemi e Informatica, University of Florence"
 "Director, Hindustan College of Arts and Science, Coimbatore, Tamil Nadu, India"
 "Division of Computer Engineering, Chonbuk National University, Jeonju-si, Jeollabuk-do"
+"Division of Computer Engineering, Jeonbuk National University, Jeonju-si, Jeollabuk-do"
+"Division of Computer Science and Engineering, Hanyang University"
 "Division of Computer Science, University of California, Berkeley, CA, USA e-mail"
 "Division of Electronics and Electrical Engineering, Dongguk University, 26 Pil-dong 3-ga, Jung-gu"
 "Division of Electronics and Electrical Engineering, Dongguk University, 30 Pildong-ro 1-gil, Jung-gu"
@@ -536,21 +651,31 @@ Digital Media Research Center
 Doctor of Philosophy of University College London
 "Doctoral School of Automatic Control and Computers, University POLITEHNICA of Bucharest, Romania"
 Downloaded from the University of Groningen/UMCG research database (Pure): http://www.rug.nl/research/portal. For technical reasons the
+Dr C V Raman Institute of Science and Technology
 Dr. B. C. Roy Engineering College
 Dr. Babasaheb Ambedkar Marathwada University
+"Dr.D.Y.Patil College of Engineering, Pune, Maharashtra, India"
 "Dr.Pauls Engineering College, Villupuram District, Tamilnadu, India"
 Drexel University
+"Drexel University, Philadelphia, PA"
 Duke University
+"Duke University, Durham, NC, USA"
+"Durham University Library, Stockton Road, Durham DH1 3LY, United Kingdom"
+"Durham University, Durham, UK"
 "ECE dept, University of Miami"
 "ECE, National University of Singapore, Singapore"
 "ECSE, Rensselaer Polytechnic Institute, Troy, NY"
+"ECSE, Rensselaer Polytechnic Institute, Troy, NY, USA"
 "EECS, Syracuse University, Syracuse, NY, USA"
+"EECS, University of California Berkeley"
 "EEMCS, University of Twente"
 "EEMCS, University of Twente Enschede, The Netherlands"
 "EEMCS, University of Twente, Netherlands"
 "EEMCS, University of Twente, The Netherlands"
 "EIMT, Open University of"
+"EIMT, Open University of Catalonia, Barcelona, Spain"
 "ESAT, Katholieke Universiteit Leuven, Leuven, Belgium"
+"ESAT-PSI, KU Leuven, 2CV:HCI, KIT, Karlsruhe, 3University of Bonn, 4Sensifai"
 "ESAT-PSI, KU Leuven, 2University of Bonn, 3CV:HCI, KIT, Karlsruhe, 4Sensifai"
 "ESTeM, University of Canberra"
 East China Normal University
@@ -559,6 +684,7 @@ Eastern Mediterranean University
 Eastern University
 "Ecole Polytechnique Federale de Lausanne, Signal Processing Institute"
 Economy (MKE) and the Korea Evaluation Institute of Industrial Technology (KEIT
+"Edited by David L. Donoho, Stanford University, Stanford, CA, and approved August 7, 2017 (received for review January"
 "Education, Yunnan Normal University, Kunming, China"
 "Education, Yunnan NormalUniversity, Kunming, China2. College of Information, Yunnan"
 "Eindhoven University of Technology, The Netherlands"
@@ -568,27 +694,37 @@ Economy (MKE) and the Korea Evaluation Institute of Industrial Technology (KEIT
 "Electrical Engineering LR11ESO4), University of Tunis EL Manar. Adress: ENSIT 5, Avenue Taha Hussein, B. P. : 56, Bab"
 "Electrical Engineering, University of"
 "Electrical and Computer Engineering, National University of Singapore, Singapore"
+"Electrical and Computer Engineering, Northeastern University, Boston, MA"
 "Electrical and Computer Engineering, The University of Memphis"
 "Electrical and Computer Engineering, University of Auckland, New Zealand"
+"Electrical and Computer Engineering, University of Pittsburgh, USA"
 "Electrical and Computer Engineering, University of Toronto, M5S 3G4, Canada"
+"Electrical and Space Engineering, Lule  University of Technology"
 "Electrical, Computer, Rensselaer Polytechnic Institute"
 "Electrical, Electronics and Automation Section, Universiti Kuala Lumpur Malaysian Spanish Institute"
 Electronic Engineering and Computer Science Queen Mary University of London
+"Electronic Engineering and Computer Science, Queen Mary University of London, UK"
 "Electronic and Information Engineering, University of Bologna, Italy"
 "Electronics And Communication Engg., Adhiyamaan College of Engg., Hosur, (India"
 "Electronics Engineering, National Institute of Technical Teachers"
 "Electronics and Communication Engineering, Chuo University"
 "Electronics and Computer Science, University of Southampton, Southampton, Hampshire"
 Electronics and Telecommunications Research Institute
+Emory University
+"Emory University, USA"
 "Engg, Priyadarshini College of"
 Engineering Chaoyang University Nankai Institute of
 "Engineering Institute, Autonomous University of Baja California, Blvd. Benito Ju rez"
+"Engineering and Applied Science, SUNY Binghamton University, NY, USA"
 "Engineering and Natural Science, Sabanci University, Istanbul, Turkey"
 "Engineering, G.H.Raisoni College of Engineering"
+"Engineering, Iran University"
 "Engineering, National Formosa University"
 "Engineering, Ton Duc Thang University, 19 Nguyen Huu Tho Street, Ho Chi Minh City, Vietman"
 "Engineering, University of Akron, Akron, OH 44325-3904, USA"
 "Engineering, University of Dundee"
+"Engineering, York University, Canada"
+Enlighten   Research publications by members of the University of Glasgow
 "Environment, Northumbria University, Newcastle, NE1 8ST, United Kingdom"
 Eskisehir Osmangazi University
 "Exploratory Computer Vision Group, IBM T. J. Watson Research Center"
@@ -596,16 +732,19 @@ Eskisehir Osmangazi University
 "FI-90014 University of Oulu, Finland"
 FL
 "FX Palo Alto Laboratory, Inc., California, USA"
+"FaceTec, Inc"
 Facebook 4Texas AandM University 5IBM Research
 "Facebook AI Research, 2Dartmouth College"
 "Facial Image Processing and Analysis Group, Institute for Anthropomatics"
 "Facial expression  gures prominently in research on almost every aspect of emotion, including psychophys"
+"Faculty member, Parallel Data Lab (PDL), Carnegie Mellon University"
 "Faculty of Computer Science, Dalhousie University, Halifax, Canada"
 "Faculty of Computer Science, Mathematics, and Engineering, University of Twente, Enschede, Netherlands"
 "Faculty of Computer Science, University of A Coru na, Coru na, Spain"
 "Faculty of Computer and Information Science, University of Ljubljana, Ve cna pot 113, SI-1000 Ljubljana"
 "Faculty of Computer, Khoy Branch, Islamic Azad University, Khoy, Iran"
 "Faculty of Computers and Information, Cairo University, Cairo, Egypt"
+"Faculty of Computing and Informatics, Multimedia University, Malaysia"
 "Faculty of EEMCS, Delft University of Technology, The Netherlands"
 "Faculty of EEMCS, University of Twente, The Netherlands"
 "Faculty of ETI, Gdansk University of Technology, Gdansk, Poland"
@@ -622,16 +761,24 @@ Facebook 4Texas AandM University 5IBM Research
 "Faculty of Electrical Engineering, University of Ljubljana, Tr za ska cesta 25, SI-1000 Ljubljana, Slovenia"
 "Faculty of Electrical and Computer Engineering, Bu-Ali Sina University, Hamadan, Iran"
 "Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"
+"Faculty of Electronics and Communication, Taishan University"
+"Faculty of Electronics and Communication, Yanshan University"
 "Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, Poland"
 "Faculty of Engineering Building, University of Malaya, 50603 Kuala Lumpur, Malaysia"
 "Faculty of Engineering and Natural Sciences, Sabanc  University,  stanbul, Turkey"
 "Faculty of Engineering and Technology, Multimedia University (Melaka Campus"
 "Faculty of Engineering, Ain Shams University, Cairo, Egypt"
+"Faculty of Engineering, Al Azhar University, Qena, Egypt"
+"Faculty of Engineering, Bar-Ilan University, Israel"
+"Faculty of Engineering, Ferdowsi University, Mashhad, Iran"
+"Faculty of Engineering, Multimedia University, Malaysia"
 "Faculty of Informatics, E otv os Lor and University, Budapest, Hungary"
+"Faculty of Informatics, University of Debrecen, Hungary"
 "Faculty of Information Science and Technology, Multimedia University, 75450 Melaka, Malaysia"
 "Faculty of Information Technology, Barrett Hodgson University, Karachi, Pakistan"
 "Faculty of Information Technology, Vietnam National University of Agriculture, Hanoi 10000, Vietnam"
 "Faculty of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain"
+"Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, UK"
 "Faculty of Science and Engineering, Waseda University, Tokyo, Japan"
 "Faculty of Science and Technology, University of Macau"
 "Faculty of Science, University of Amsterdam, The Netherlands"
@@ -653,11 +800,16 @@ Firat University
 Florida International University
 Florida State University
 "Florida State University, Tallahassee, FL 32306, USA"
+"Florida State University, Tallahassee, Florida, U.S.A"
+"Florida State University, USA"
 Formerly: Texas AandM University
 "Foundation University Rawalpindi Campus, Pakistan"
 "Foundation University, Rawalpindi 46000, Pakistan"
 "Francis Xavier Engineering College, Tirunelveli, Tamilnadu, India"
+Franklin. W. Olin College of Engineering
 Fraser University
+Fraunhofer Heinrich Hertz Institute
+"Fraunhofer Institute for Digital Media Technology, Germany"
 Fraunhofer Institute for Integrated Circuits IIS
 "Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (Fraunhofer IOSB"
 "Friedrich Schiller University, D-07740 Jena"
@@ -665,16 +817,20 @@ Fudan University
 "Fudan University, 2Microsoft Research Asia, 3University of Maryland"
 "Fudan University, Shanghai, China"
 Funding was provided by the U.S. National Institutes of Mental
+"G. H .Raisoni Collage of Engg and Technology, Wagholi, Pune"
 "G.H.Raisoni College of Engg. and Mgmt., Pune, India"
 GE Global Research Center
+"GIPSA-lab, Institute of Engineering, Universit  Grenoble Alpes, Centre National de la Recherche Scienti que, Grenoble INP"
 "GIT Vision Lab, http://vision.gyte.edu.tr/, Gebze Institute of Technology"
 "GRASP Laboratory, University of Pennsylvania, 3330 Walnut Street, Philadelphia, PA, USA"
 "GREYC Laboratory, ENSICAEN - University of Caen Basse Normandie - CNRS"
+GREYC Research Lab
 "GREYC UMR CNRS 6072 ENSICAEN-Image Team, University of Caen Basse-Normandie, 6 Boulevard Mar echal Juin"
 "GSCM-LRIT, Faculty of Sciences, Mohammed V University-Agdal, Rabat, Morocco"
 "Gallaudet University, Technology Access Program, 800 Florida Ave NE, Washington, DC"
 "Games Studio, Faculty of Engineering and IT, University of Technology, Sydney"
 Gangnung-Wonju National University
+Gannan Normal University
 "Gannan Normal University, Ganzhou 341000, China"
 "Gatsby Computational Neuroscience Unit, University College London, London, UK"
 "Gayathri.S, M.E., Vins Christian college of Engineering"
@@ -683,19 +839,30 @@ Gdansk University of Technology
 George Mason University
 "George Mason University, Fairfax Virginia, USA"
 "George Mason University, Fairfax, VA, USA"
+George Washington University
 Georgia Institute of Technology
+Georgia Institute of Technology 2Emory University
+"Georgia Institute of Technology,  CVIT, IIIT Hyderabad,  IIT Kanpur"
+"Georgia Institute of Technology, 2NEC Laboratories America, 3Georgia Tech Research Institute"
 "Georgia Institute of Technology, Atlanta, Georgia, USA"
 German Research Center for Arti cial Intelligence (DFKI
 "German Research Center for Arti cial Intelligence (DFKI), Kaiserslautern, Germany"
+"Germany, University of Oldenburg, Oldenburg, Germany"
+"Gettysburg College, Gettysburg, PA, USA"
+Ghent University
+"Giulia Andrighetto, Institute of"
 "Global Big Data Technologies Centre (GBDTC), University of Technology Sydney, Australia"
 Glyndwr University
 "Gokaraju Rangaraju Institute of Engineering and Technology, Hyd"
 "Gokaraju Rangaraju Institute of Engineering and Technology, Hyderabad"
+"Goldsmiths, University of London"
 "Goldsmiths, University of London, London, UK"
 "Goldsmiths, University of London, UK"
 "Gonda Brain Research Center, Bar Ilan University, Israel"
 "Google, Inc"
+"Google, Inc. 2University of Massachusetts Amherst 3MIT CSAIL"
 "Governance, Keio University"
+Government College of Engineering
 "Government College of Engineering, Aurangabad"
 "Government College of Engineering, Aurangabad [Autonomous"
 "Grad. School at Shenzhen, Tsinghua University"
@@ -709,6 +876,7 @@ Glyndwr University
 "Graduate School of Advanced Imaging Science, Multimedia, and Film, Chung-Ang University"
 "Graduate School of Doshisha University, Kyoto, Japan"
 "Graduate School of Engineering, Kobe University, Kobe, 657-8501, Japan"
+"Graduate School of Engineering, Tottori University"
 "Graduate School of Informatics, Kyoto University"
 "Graduate School of Informatics, Kyoto University, Kyoto 606-8501, Japan"
 "Graduate School of Information Science and Technology, The University of Tokyo"
@@ -718,32 +886,49 @@ Glyndwr University
 "Graduate School of Science and Engineering, Saitama University"
 "Graduate School of System Informatics, Kobe University"
 "Graduate School of System Informatics, Kobe University, Kobe, 657-8501, Japan"
+"Graduate School of Systems and Information Engineering, University of Tsukuba"
+"Graduate University for Advanced Studies, Kanagawa, Japan"
 "Graduate University of CAS, 100190, Beijing, China"
 "Graduate University of Chinese Academy of Sciences(CAS), 100190, China"
 "Graduate University of Chinese Academy of Sciences, Beijing 100049, China"
+"Gravis Research Group, University of Basel"
 Graz University of Technology
 "Graz University of Technology, Austria"
 "Gri th University, QLD-4111, Brisbane, Australia"
+"Grif th University, Australia"
 "Grif th University, QLD, Australia"
+"Grove School of Engineering, CUNY City College, NY, USA"
 Guangdong Medical College
+Guangdong University of Technology
 "Guide, HOD, Computer Science, Shah and Anchor Kuttchi Engineering College, Mumbai, India"
 "Gujarat Technological University, India"
 "Gujarat Technological University, V.V.Nagar, India"
+Gyan Ganga Institute of
 "H. He, Honkong Polytechnic University"
+"HAVELSAN Inc., 2Bilkent University, 3Hacettepe University"
+"HCI Lab., Samsung Advanced Institute of Technology, Yongin, Korea"
 HELSINKI UNIVERSITY OF TECHNOLOGY
 "HOD, St. Joseph College of Information Technology, Songea, Tanzania"
 Hacettepe University
 Halmstad University
+Hangzhou Institute of Service
+Hangzhou Normal University
 "Hankuk University of Foreign Studies, South Korea"
 Hanoi University of Science and Technology
+"Hanshan Normal University, Chaozhou, 521041, China"
 Hanyang University
 Harbin Institute of Technology
+"Harbin Institute of Technology (Shenzhen), China"
 "Harbin Institute of Technology, Harbin 150001, China"
 "Harbin Institute of Technology, Harbin, China"
 "Harbin Institute of Technology, School of Computer Science and Technology"
 Harbin Institute of Technology;Shenzhen University
 Harvard University
+Harvard University 2University of Southern California
+"Harvard University 3Perceptive Automata, Inc"
+Harvard University 4Max Planck Institute for Informatics
 "Harvard University, Cambridge, MA"
+"Harvard University, Cambridge, MA 02138, USA"
 "Harvard University, Cambridge, MA, USA"
 "Harvard University, USA"
 Harvard and Massachusetts Institute
@@ -761,6 +946,7 @@ Helsinki University of Technology Laboratory of Computational Engineering Public
 Heriot-Watt University
 "Heudiasyc Laboratory, CNRS, University of Technology of Compi`egne"
 High Institute of Medical Technologies
+Hikvision Research Institute
 "Hindusthan College of Engineering and Technology, Coimbatore, India"
 "Hiroshima University, Japan"
 Ho Chi Minh City University of
@@ -805,6 +991,7 @@ IBM T. J. Watson Research Center
 "IBM T. J. Watson Research Center, PO Box 704, Yorktown Heights, NY"
 "IBM T. J. Watson Research Center, Yorktown Heights, NY, USA"
 IBM T.J. Watson Research Center
+"IBM TJ Watson Research Center, USA"
 IBM Thomas J. Watson Research Center
 "IBM Watson Research Center, Armonk, NY, USA"
 ICMC   University of S ao Paulo
@@ -813,6 +1000,7 @@ ICSI / UC Berkeley 2Brigham Young University
 IDIAP RESEARCH INSTITUTE
 IDIAP Research Institute
 "IDIAP Research Institute, Martigny, Switzerland"
+"IEEE Member, Shahid Rajaee Teacher training University"
 "IES College of Technology, Bhopal"
 "IHCC, RSCS, CECS, Australian National University"
 "IIE, Universidad de la Rep ublica, Uruguay. 2ECE, Duke University, USA"
@@ -822,24 +1010,31 @@ IDIAP Research Institute
 "IKAT, Universiteit Maastricht, St. Jacobsstraat 6, 6211 LB Maastricht, The Netherlands"
 IMPERIAL COLLEGE
 "IN3, Open University of"
+"INTELSIG, Monte ore Institute, University of Li`ege, Belgium"
+ISISTAN Research Institute - CONICET - UNICEN
 "ISLA Lab, Informatics Institute"
 "ISLA Lab, Informatics Institute, University of Amsterdam"
 "ISTMT, Laboratory of Research in Biophysics and Medical Technologies LRBTM Higher Institute of Medical Technologies of Tunis"
 "ISTMT, University of Tunis El Manar Address: 9, Rue Docteur Zouhe r Safi   1006; 3Faculty of Medicine of Tunis; Address"
+"IT   Instituto de Telecomunica  es, University of Beira Interior, Covilh , Portugal"
+"IT - Instituto de Telecomunica  es, University of Beira Interior"
 "ITCS, Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing"
 "ITCS, Tsinghua University"
 "ITEE, The University of Queensland, Australia"
+"ITIC Research Institute, National University of Cuyo"
 Idiap Research Institute
 Idiap Research Institute and EPF Lausanne
 "Idiap Research Institute and EPFL, 2 LIMSI, CNRS, Univ. Paris-Sud, Universit  Paris-Saclay"
 "Idiap Research Institute, Martigny, Switzerland"
 "Idiap Research Institute, Martigny, Switzerland, 2LIUM, University of Maine, Le Mans, France"
 "Idiap Research Institute, Switzerland"
+"Idiap Research Institute. Centre du Parc, Rue Marconi 19, Martigny (VS), Switzerland"
 "Iftm University, Moradabad-244001 U.P"
 Illinois Institute of Technology
 "Illinois Institute of Technology, Chicago, Illinois, USA"
 "Ilmenau Technical University, P.O.Box 100565, 98684 Ilmenau, Germany"
 "Image Processing Center, Beihang University"
+"Image Understanding and Interactive Robotics, Reutlingen University, 72762 Reutlingen, Germany"
 "Image and Video Laboratory, Queensland University of Technology (QUT), Brisbane, QLD, Australia"
 "Image and Video Research Laboratory, Queensland University of Technology"
 "Imaging Science and Biomedical Engineering, The University of Manchester, UK"
@@ -855,29 +1050,43 @@ Imperial College London / Twente University
 "Imperial College, London, UK"
 "Imperial College, South Kensington Campus, London SW7 2AZ, UK"
 In the Graduate College
+Inception Institute of Arti cial
+"Inception Institute of Arti cial Intelligence (IIAI), Abu Dhabi, UAE"
+"Inception Institute of Arti cial Intelligence, UAE"
 India
 "Indian Institute of Informaiton Technology, Allahabad, India"
 Indian Institute of Science
 Indian Institute of Science Bangalore
+"Indian Institute of Science, Bangalore"
 "Indian Institute of Science, India"
 Indian Institute of Technology
 "Indian Institute of Technology Delhi, New Delhi, India"
 Indian Institute of Technology Kanpur
+Indian Institute of Technology Kharagpur
+"Indian Institute of Technology Kharagpur, India"
+"Indian Institute of Technology Madras, Chennai 600036, India"
+"Indian Institute of Technology Madras, Chennai, India"
+Indian Institute of Technology Ropar
+"Indian Institute of Technology, Bombay, India"
 "Indian Institute of Technology, Kharagpur"
 "Indian Institute of Technology, Madras"
 "Indian Institute of Technology, Madras, Chennai 600036, INDIA"
 "Indian Institute of Technology, Roorkee"
 Indiana University
 Indiana University Bloomington
+"Indra Ganesan College of Engineering, Trichy, India"
 Indraprastha Institute of Information Technology
 "Indraprastha Institute of Information Technology (Delhi, India"
 "Indraprastha Institute of Information Technology, Delhi"
+Informatics Institute
 Informatics and Telematics Institute
 "Informatics and Telematics Institute, Centre for Research and Technology Hellas"
 "Informatics and Telematics Institute, Centre of Research and Technology - Hellas"
 "Information Engineering, P. O. Box 4500 FI-90014 University of Oulu, Finland"
+"Information Sciences Institute and Computer Science, University of Southern California"
 "Information Sciences Institute, USC, CA, USA"
 "Information Systems Design, Doshisha University, Kyoto, Japan"
+"Information Systems, University of Wisconsin-River Falls, Wisconsin, WI, United States of America"
 Information Technologies Institute
 "Information Technology University (ITU), Punjab, Lahore, Pakistan"
 "Information Technology, Madras Institute of Technology, TamilNadu, India, email"
@@ -890,20 +1099,25 @@ Information Technologies Institute
 Institute
 "Institute AIFB, Karlsruhe Institute of Technology, Germany"
 "Institute Polythechnic of Leiria, Portugal"
+"Institute for Adaptive and Neural Computation, University of Edinburgh, Edinburgh, UK"
 Institute for Advanced
 Institute for Advanced Computer Studies
 "Institute for Advanced Computer Studies, University of Maryland, College Park, MD"
 Institute for Anthropomatics
 "Institute for Arts, Science and Technology"
 Institute for Communication Systems
+Institute for Complex
 Institute for Computer Graphics and Vision
 "Institute for Computer Graphics and Vision, Graz University of Technology"
+Institute for Creative Technologies
 "Institute for Disease Modeling, Intellectual Ventures Laboratory, Bellevue, WA 98004, United States"
 "Institute for Electronics, Signal Processing and Communications"
 "Institute for Genomic Statistic and Bioinformatics, University Hospital Bonn"
+Institute for Human-Machine
 Institute for Human-Machine Communication
 "Institute for Human-Machine Communication, Technische Universit at M unchen"
 "Institute for Human-Machine Communication, Technische Universit at M unchen, Germany"
+Institute for Infocomm Research
 "Institute for Infocomm Research (I2R), A*STAR, Singapore"
 "Institute for Infocomm Research, A*STAR"
 "Institute for Infocomm Research, A*STAR, Singapore"
@@ -913,11 +1127,14 @@ Institute for Human-Machine Communication
 Institute for Information Systems Engineering
 "Institute for Information Technology and Communications (IIKT), Otto-von-Guericke-University"
 "Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China"
+"Institute for Language, Cognition and Computation"
+Institute for Media Technology
 "Institute for Medical Engineering Science, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA"
 Institute for Neural Computation
 "Institute for Neural Computation, University of California, San Diego"
 "Institute for Neural Computation, University of California, San Diego, La Jolla, CA"
 Institute for Numerical Mathematics
+"Institute for Optical Systems, HTWG Konstanz, Germany"
 "Institute for Pattern Recognition and Artificial Intelligence/ Huazhong University of Science and Technology, Wuhan"
 Institute for Robotics and Intelligent
 Institute for Robotics and Intelligent Systems
@@ -933,14 +1150,19 @@ Institute of
 "Institute of Anthropomatics, Karlsruhe Institute of Technology, Germany"
 Institute of Arti cial Intelligence and Cognitive Engineering
 "Institute of Arti cial Intelligence and Cognitive Engineering (ALICE), University of Groningen"
+"Institute of Arti cial Intelligence and Robotics, Xi an Jiaotong University, Xi an 710049, China"
+"Institute of Arti cial Intelligence and Robotics, Xi an Jiaotong University, Xi an, Shannxi 710049, China"
+Institute of Automatic Control
 Institute of Automatic Control Engineering (LSR
 Institute of Automation
+"Institute of Automation Chinese Academy of Sciences, Beijing, China"
 "Institute of Automation, Chinese Academy of"
 "Institute of Automation, Chinese Academy of Sciences"
 "Institute of Automation, Chinese Academy of Sciences (CASIA"
 "Institute of Automation, Chinese Academy of Sciences, 100190, Beijing, P.R.C"
 "Institute of Automation, Chinese Academy of Sciences, Beijing 100080, China"
 "Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China"
+"Institute of Automation, Chinese Academy of Sciences, Beijing, P. R. China"
 "Institute of Automation, Chinese Academy of Sciences, China"
 "Institute of Automation, Chinese Academy of Sciences; 2Miscrosoft Research Asian; 3Media School"
 "Institute of Biochemistry, University of Balochistan, Quetta"
@@ -951,8 +1173,11 @@ Institute of Automation
 Institute of Communications Engineering
 Institute of Computer Science
 Institute of Computer Science III
+Institute of Computer Science and
 "Institute of Computer Science and Technology, Chongqing University of Posts and"
+"Institute of Computer Science and Technology, Peking University"
 "Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH), Crete, 73100, Greece"
+"Institute of Computer science, Shahid Bahonar University"
 Institute of Computing
 Institute of Computing Technology
 "Institute of Computing Technology, CAS"
@@ -961,6 +1186,7 @@ Institute of Computing Technology
 "Institute of Computing Technology, Chinese Academy of Sciences"
 "Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China"
 "Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China"
+"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"
 "Institute of Computing, University of Campinas (Unicamp), Campinas, Brazil, e-mail: ander"
 "Institute of Data Science and Technology, Alibaba Group"
 Institute of Deep Learning
@@ -977,6 +1203,7 @@ Institute of Electronics and Computer Science
 Institute of Graduate Studies and Research
 "Institute of Human Genetics, University Hospital Magdeburg, Magdeburg, Germany"
 "Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University"
+"Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong"
 "Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University"
 "Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China"
 Institute of Industrial Science
@@ -984,14 +1211,20 @@ Institute of Industrial Science
 Institute of Informatics - ISLA
 "Institute of Informatics,  Istanbul Technical University,  Istanbul, 34469, TURKEY"
 Institute of Information Science
+"Institute of Information Science and Technologies of CNR (CNR-ISTI)-Italy, 56124 Pisa, Italy"
+"Institute of Information Science, Academia Sinica, Taipei"
 "Institute of Information Science, Academia Sinica, Taipei, Taiwan"
+"Institute of Information Science, Beijing Jiaotong University, Beijing 100044, China"
 "Institute of Information Science, Beijing Jiaotong University, Beijing 100044, P.R. China"
 Institute of Information Technology
 Institute of Interdisciplinary Studies in Identity Sciences (IISIS
+Institute of Mathematics and Statistics
 Institute of Media Innovation
 "Institute of Media and Information Technology, Chiba University"
 "Institute of Mental Health, Peking University, P.R. China"
+"Institute of Mental Health, The University of Nottingham"
 "Institute of Microelectronics, Tsinghua University, Beijing 100084, China"
+"Institute of Neural Information Processing, Ulm University, Germany"
 "Institute of Neural Information Processing, Ulm University, Ulm, Germany"
 "Institute of Neuroscience, State Key Laboratory of Neuroscience, CAS Center for Excellence in Brain"
 Institute of Psychology and Behavioral Sciences
@@ -999,28 +1232,39 @@ Institute of Psychology and Behavioral Sciences
 "Institute of Radioelectronics, Warsaw University of Technology, Warsaw, Poland"
 Institute of Road and
 "Institute of Scienti c and Industrial Research, Osaka University, Ibaraki-shi 567-0047, Japan"
+"Institute of Software, Chinese Academy of Sciences"
+"Institute of Software, Chinese Academy of Sciences (CAS"
 "Institute of Software, Chinese Academy of Sciences, Beijing 100190, China"
 "Institute of Systems Engineering, Southeast University, Nanjing, China"
 Institute of Systems and Robotics
 "Institute of Systems and Robotics - University of Coimbra, Portugal"
 "Institute of Systems and Robotics, University of Coimbra, Portugal"
+"Institute of Technology, Banaras Hindu"
+"Institute of Telecommunications, TU Wien"
+"Institute of Transportation Systems, German Aerospace Center (DLR), Braunschweig"
 Institute of control science and engineering
 "Institute ofInformation Science, Academia Sinica, Taipei, Taiwan"
+"Institute, CAS, China"
 "Integrated Research Center, Universit`a Campus Bio-Medico di Roma"
 "Intel Lab, 2200 Mission College Blvd, Santa Clara, CA 95054, USA"
 Intelligence Computing Research Center
 "Intelligence, Concordia University, Montreal"
 "Intelligent Autonomous Systems (IAS), Technical University of Munich, Garching"
+"Intelligent Behaviour Understanding Group, Imperial College London, London, UK"
 "Intelligent Information Engineering and Science, Doshisha University, Kyoto, Japan"
 "Intelligent Recognition and Image Processing Lab, Beihang University, Beijing"
+"Intelligent Sensory Interactive Systems, University of Amsterdam, Netherlands"
 "Intelligent Systems Group, University of Groningen, The Netherlands"
 "Intelligent Systems Group, Utrecht University, Padualaan 14, 3508 TB, Utrecht"
 "Intelligent Systems Lab Amsterdam, University of Amsterdam"
 "Intelligent Systems Lab Amsterdam, University of Amsterdam, The Netherlands"
 "Intelligent Systems Laboratory, Halmstad University, Halmstad, Sweden"
+"Intelligent Systems Laboratory, University of Bristol, Bristol BS8 1UB, UK"
 "Intelligent User Interfaces Lab, Ko c University, Turkey"
+"Intelligent and Interactive Systems, Institute of Computer Science, University of"
 Interactive and Digital Media Institute
 "Interactive and Digital Media Institute, National University of Singapore, SG"
+"Interactive and Digital Media Institute, National University of Singapore, Singapore"
 "Interdisciplinary Program in Visual Information Processing, Korea University, Seoul, Korea"
 "Interdisciplinary Program of Bioengineering, Seoul National University, Seoul 03080, Korea"
 International Institute of Information Technology
@@ -1034,16 +1278,20 @@ Islamic Azad University of AHAR
 "Islamic Azad University, Gonabad, Iran"
 "Islamic Azad University, Mashhad Branch, Mashhad, Iran"
 "Islamic Azad University, Qazvin, Iran"
+"Islamic Azad University, Science and Research Campus"
 "Islamic Azad University, Shahrood, Iran"
 Islamic University of Gaza - Palestine
 "IslamicAzad University, Qazvin, Iran"
+Istanbul Bilgi University - DCE
 Istanbul Technical University
 "Istanbul Technical University,  Istanbul, 34469, TURKEY"
 "Istanbul Technical University, Istanbul, Turkey"
 "Istanbul Technical University, Turkey"
 Istanbul University
 IstanbulTechnicalUniversity
+"Italian Institute of Technology, 5Mapillary Research"
 "J. P. College of Engineering, India"
+"JACOB GOLDBERGER, Bar-Ilan University"
 "JDL, Institute of Computing Technology, CAS, P.O. Box 2704, Beijing, China"
 Jacobs University
 Jadavpur University
@@ -1060,13 +1308,18 @@ Japan Advanced Institute of Science and Technology
 "Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA"
 "Jiangnan University, Wuxi"
 "Jilin University, Changchun 130012, China"
+"Jo ef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia"
 "Johannes Kepler University(cid:1) Institute of Systems Science(cid:1) A(cid:2)
+Johns Hopkins University
 "Johns Hopkins University, 3400 N. Charles St, Baltimore, MD 21218, USA"
 "Johns Hopkins University, 3400 N. Charles Street, Baltimore, MD 21218, USA"
+"Johns Hopkins University, Baltimore, MD, 21218, USA"
 "Johns Hopkins University, Center for Speech and Language Processing"
 "Joint Research Institute, Foshan, China"
 K S Rangasamy College of Technology
 K. N. Toosi University of
+"K.D.K. College of Engineering Nagpur, India"
+"K.K Wagh Institute of Engineering and Education Research, Nashik, India"
 "K.N. Toosi University of Technology, Tehran, Iran"
 "K.S.R. College Of Engineering, Tiruchengode, India"
 "K.S.Rangasamy College of Technology, Namakkal, TamilNadu, India"
@@ -1074,6 +1327,7 @@ K. N. Toosi University of
 KIT   University of the State of Baden-W rttemberg and National Laboratory of the Helmholtz Association
 "KTH   Royal Institute of Technology, CVAP Lab, Stockholm, Sweden"
 "KTH   Royal Institute of Technology, Stockholm"
+KTH Royal Institute of Technology
 "KTH, Royal Institute of Technology"
 "KU Phonetics and Psycholinguistics Lab, University of Kansas"
 Karlsruhe Institute of
@@ -1081,8 +1335,10 @@ Karlsruhe Institute of Technology
 "Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany"
 "Karlsruhe Institute of Technology, Germany"
 "Karlsruhe Institute of Technology, Karlsruhe, Germany"
+"Karlsruhe Institute of Technology, P.O. Box 3640, 76021 Karlsruhe, Germany"
 Katholieke Universiteit Leuven
 "Katholieke Universiteit Leuven, ESAT/VISICS"
+Keele University
 "Keio University, Yokohama 223-8522, Japan"
 Kent State University
 "Kent State University, Kent, Ohio, USA"
@@ -1093,12 +1349,15 @@ Kent State University
 "Key Laboratory of Behavior Sciences, Institute of Psychology"
 "Key Laboratory of Computer Network and Information Integration of Ministry of Education, Southeast University, Nanjing"
 "Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China"
+"Key Laboratory of MOEMS of the Ministry of Education, Tianjin University, 300072, China"
 "Key Laboratory of Machine Perception (MOE), School of EECS, Peking University"
 "Key Laboratory of Machine Perception, Peking University, Beijing"
 "Key Laboratory of Pervasive Computing (Tsinghua University), Ministry of Education"
+"Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Shanghai University"
 "Key Laboratory of Transient Optics and Photonics, Xi an Institute of Optics and Precision Mechanics, Chi"
 "Khalifa University, Abu Dhabi, United Arab Emirates"
 Khulna University of Engineering and Technology
+"King Abdullah University of Science and Technology (KAUST), Saudi Arabia"
 "King Abdullah University of Science and Technology 4700, Thuwal, Saudi Arabia"
 King Faisal University
 "King Saud University, KSA"
@@ -1106,6 +1365,7 @@ King Faisal University
 "King Saud University, Riyadh"
 "King Saud University, Riyadh 11543, Saudi Arabia"
 "King Saud University, Riyadh, Saudi Arabia"
+"King s College London, UK"
 Kingston University
 "Kingston University London, University of Westminster London"
 "Kingston University, UK"
@@ -1123,9 +1383,11 @@ Korea Advanced institute of Science and Technology
 "Korea Electronics Technology Institute, 203-103 B/D 192, Yakdae-Dong"
 "Korea Electronics Technology Institute, Jeonju-si, Jeollabuk-do 561-844, Rep"
 "Korea Electronics Technology Institute, Jeonju-si, Jeollabuk-do 561-844, Rep. of"
+"Korea Electronics Technology Institute, Jeonju-si, Jeollabuk-do 561-844, Rep. of Korea; E"
 Korea University
 "Korea University, Seoul 136-713, Korea"
 "Korean Research Institute of Standards and Science (KRISS), Korea"
+"Kota University, Kota(INDIA"
 "Kulhare, Sourabh, ""Deep Learning for Semantic Video Understanding"" (2017). Thesis. Rochester Institute of Technology. Accessed"
 "Kumamoto University, 2-39-1 Kurokami, Kumamoto shi"
 "Kurukshetra University, Kurukshetra"
@@ -1139,8 +1401,10 @@ Kyung Hee University   South of Korea
 "Kyung Hee University, Yongin, Rep. of Korea"
 Kyushu University
 "L3S Research Center, Hannover, Germany"
+"L3S Research Center, Leibniz Universit at Hannover, Germany"
 "LCSEE, West Virginia University"
 "LIACS Media Lab, Leiden University, The Netherlands"
+"LIMSI, CNRS, University of Paris-Sud, Orsay, France"
 "LIP6, UPMC - Sorbonne University, Paris, France"
 "LITIS EA 4108-QuantIF Team, University of Rouen, 22 Boulevard Gambetta, 76183 Rouen Cedex, France"
 "LIUM Laboratory, Le Mans, France, 2 Idiap Research Institute, Martigny, Switzerland"
@@ -1148,15 +1412,26 @@ Kyushu University
 "Lab of Science and Technology, Southeast University, Nanjing 210096, China"
 "Lab, University College London, London WC1H 0AP, UK. 3Clinical"
 "Laboratory for Human Brain Dynamics, RIKEN Brain Science Institute (BSI), 2-1 Hirosawa, Wakoshi, Saitama, 351-0198, Japan"
+"Laboratory of Pattern Recognition, Institute of Automation, CAS"
 "Laboratory, University of Houston, Houston, TX, USA"
+Lafayette College
+Lake Forest College
+Lake Forest College Publications
 Language Technologies Institute
+"Language Technologies Institute, Carnegie Mellon University"
 "Language Technologies Institute, Carnegie Mellon University, PA, USA"
 "Language Technologies Institute, School of Computer Science"
+Language Technology Institute
 "Language Technology Institute, Carnegie Mellon University, Pittsburgh, PA, USA"
+"Language Technology Institute, Carnegie Mellon Universty"
+"Language Technology Lab, University of Duisburg-Essen"
 "Language and Brain Lab, Simon Fraser University, Canada"
+"Laval University, Qu bec, Canada"
 "Learning Systems Group, California Institute of Technology"
 "Lecturer, Amity school of Engineering and Technology, Amity University, Haryana, India"
+Leeds Beckett University
 "Leiden Institute of Advanced Computer Science, Leiden University, The Netherlands"
+"Leiden University, Netherlands"
 "Leiden, the Netherlands, 3 Delft University of Technology"
 "Lille 1 University, France"
 "Link oping University, Computer Vision Laboratory"
@@ -1166,9 +1441,11 @@ Link to publication from Aalborg University
 Link to publication in University of Groningen/UMCG research database
 Link to publication record in Queen's University Belfast Research Portal
 "Lister Hill National Center for Biomedical Communications, National Library of Medicine, National Institutes of Health"
+"Lite-On Singapore Pte. Ltd, 2Imperial College London"
 Liverpool John Moores University
 Lomonosov Moscow State University
 "Lomonosov Moscow State University, 2Video Analysis Technologies, LLC"
+"Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics"
 "Lotus Hill Institute for Computer Vision and Information Science, 436000, China"
 Louisiana State University
 "Lund University, Cognimatics AB"
@@ -1180,24 +1457,32 @@ M. Mark Everingham University of Leeds
 "M.S. (University of California, Berkeley"
 M.S. Brunel University of West London
 M.S. University of Central Florida
+"M.S., Electrical and Computer Engineering, Carnegie Mellon University"
+"M.S., University of Memphis"
 "M.Tech Scholar, MES College of Engineering, Kuttippuram"
 "M.Tech Student, Mount Zion College of Engineering, Pathanamthitta, Kerala, India"
 "M.Tech Student, SSG Engineering College, Odisha, India"
 "M.Tech, Information Technology, Madras Institute of Technology, TamilNadu, India"
 "M.Tech, Sri Sunflower College of Engineering and Technology, Lankapalli"
+"M.tech.student, Arya College of"
 MASSACHUSETTS INSTITUTE OF TECHNOLOGY
 MASSACHUSETTS INSTITUTE OF TECHNOLOGY (MIT
 "MATS University, MATS School of Engineering and Technology, Arang, Raipur, India"
 "MCA Student, Sri Manakula Vinayagar Engineering College, Pondicherry"
 "MES College of Engineering, Kuttippuram"
 METs Institute of Engineering
+MICC   University of Florence
 MICC - University of Florence
 "MICC, University of Florence"
+"MILA-University of Montreal, 2NVIDIA, 3Ecole Polytechnique of Montreal, 4CIFAR, 5Facebook AI Research"
+"MIRA Institute, University of Twente, Enschede, The"
 "MIRACL-FS, University of Sfax"
 "MIRACL-FSEG, University of Sfax"
 "MISC Laboratory, Constantine 2 University, Constantine, Algeria"
+MIT College of Engineering (Pune University
 "MIT, McGovern Institute, Center for Brains, Minds and Machines"
 MITSUBISHI ELECTRIC RESEARCH LABORATORIES
+"MOE Key Laboratory of Computer Network and Information Integration, Southeast University, China"
 "MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff"
 "MRC Laboratory For Molecular Cell Biology, University College London"
 "MTech Student 1, 2, Disha Institute of"
@@ -1219,6 +1504,8 @@ Malaviya National Institute of Technology
 "Mancha, Spain, Imperial College, London, UK"
 "Manchester University, UK"
 "Mangalore Institute of Engineering and Technology, Badaga"
+"Mangalore Institute of Technology and Engineering, Moodabidri, Mangalore, India"
+Manipur Institute of Technology
 "Manonmaniam Sundaranar University, India"
 "Manonmaniam Sundaranar University, Tirunelveli"
 "Manonmaniam Sundaranar University, Tirunelveli, India"
@@ -1229,20 +1516,29 @@ Massachusettes Institute of Technology
 Massachusetts Institute
 Massachusetts Institute of Technology
 Massachusetts Institute of Technology (MIT
+Massachusetts Institute of Technology 2013. All rights reserved
 Massachusetts Institute of Technology 2014. All rights reserved
 Massachusetts Institute of Technology Rapporteur
 "Massachusetts Institute of Technology, 2Facebook Applied Machine Learning, 3Dartmouth College"
 "Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA"
 "Massachusetts Institute of Technology, Cambridge, MA 02139, USA"
+"Massachusetts Institute of Technology, Cambridge, MA USA"
+"Master of Computer Engg, Savitribai Phule Pune University, G. H. Raisoni Collage of Engg and Technology, Wagholi, Pune"
 Math Institute
 Max Planck Institute f ur biologische Kybernetik
 Max Planck Institute for Biological Cybernetics
 "Max Planck Institute for Biological Cybernetics, Spemannstr. 38, 72076 T bingen, Germany"
+"Max Planck Institute for Evolutionary Anthropology, Germany"
 Max Planck Institute for Informatics
 "Max Planck Institute for Informatics, Germany"
 "Max Planck Institute for Informatics, Saarbr ucken, Germany"
 "Max Planck Institute for Informatics, Saarbr ucken, Germany (MPI-INF.MPG.DE"
+"Max Planck Institute for Informatics, Saarland Informatics Campus"
+"Max Planck Institute for Informatics, Saarland Informatics Campus, Germany"
+"Max Planck Institute for Informatics, Saarland Informatics Campus, Saarbr cken, Germany"
+"Max Planck Institute for Intelligent Systems, T ubingen, Germany"
 Max-Planck Institute for Informatics
+Max-Planck-Institute for Informatics
 McGill University
 "McGill University, Montreal, Canada"
 McGovern Institute
@@ -1252,6 +1548,7 @@ McMaster University
 "Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular"
 "Medical School, University of Ioannina, Ioannina, Greece"
 Meiji University
+"Melbourne University, Advisors: K. Borovkov, R. Evans"
 "Menara, 1008 Tunis; 2University of Tunis El-Manar, Tunis with expertise in Mechanic, Optics, Biophysics, Conference Master"
 "Metron, Inc"
 Michigan State University
@@ -1262,7 +1559,10 @@ Michigan State University
 "Michigan State University, East Lansing, MI 48824, USA"
 "Michigan State University, East Lansing, MI, U.S.A"
 "Michigan State University, East Lansing, MI, USA"
+"Michigan State University, East Lansing, USA"
+"Michigan State University, MI"
 "Michigan State University, NEC Laboratories America"
+"Michigan State University, USA"
 "Microsystems Design Lab, The Pennsylvania State University"
 Middle East Technical University
 Middlebury College
@@ -1275,12 +1575,16 @@ Mihaylo College of Business and Economics
 "Minia University, Egypt"
 Ministry of Higher Education and Scientific Research / The University of Mustsnsiriyah/Baghdad IRAQ
 Mitsubishi Electric Research Laboratory
+Mitsubishi Electric Research Labs
 Mitsubishi Electric Research Labs (MERL
 "Mitsubishi Electric Research Labs (MERL), Cambridge, MA, USA"
 Mme Tinne Tuytelaars Katholieke Universiteit Leuven
 Monash University
+"Monash University Malaysia, School of Information Technology, Sunway"
+"Monash University, Australia"
 "Monash University, Victoria, Australia"
 "Montefiore Institute, University of Li ge, 4000 Li ge, Belgium"
+Montreal Institute for Learning Algorithms
 "Montreal Institute for Learning Algorithms, Universit e de Montr eal"
 Moradabad Institute of Technology
 "Moscow Institute of Physics and Technology, Institutskiy per., 9, Dolgoprudny, 141701, Russia"
@@ -1296,7 +1600,12 @@ Multimedia Laboratory at The Chinese University of Hong Kong
 Multimedia University
 "Multimedia University (MMU), Cyberjaya, Malaysia"
 "Multimedia University, Cyberjaya, Malaysia"
+"Multimedia University, Faculty of Computing and Informatics, Cyberjaya"
+"Multimedia University, Faculty of Engineering, Cyberjaya, 63100 Selangor, Malaysia"
+"Multimedia University, Research Institute for Digital Security, Cyberjaya"
+"Multimedia, Vision and Graphics Laboratory, Koc  University, Istanbul, Turkey"
 "Multimodal Computing and Interaction, Saarland University, Germany"
+Murdoch University
 Myongji University
 "Myongji University, Yongin, 449-728 South"
 "NEC Laboratories America, Inc"
@@ -1311,6 +1620,7 @@ Nagoya University
 "Najafabad Branch, Islamic Azad University"
 Nam k Kemal University
 "Nam k Kemal University, Tekirda g, Turkey"
+"Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca NY"
 "Nanjing University of Aeronautics and Astronautics, China"
 "Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China"
 Nanjing University of Information Science and Technology
@@ -1328,6 +1638,7 @@ Nanyang Technological University
 "Nanyang Technological University, 2University of California San Diego"
 "Nanyang Technological University, Singapore"
 "Nanyang Technological University, Singapore 639798, Singapore"
+"Nanyang Technological University, Singapore, Singapore"
 "Narayana Pharmacy College, Nellore, India"
 National Cheng Kung University
 "National Cheng Kung University, Tainan, Taiwan"
@@ -1336,7 +1647,9 @@ National Cheng Kung University
 "National Chiao Tung University, Taiwan"
 National Chiao-Tung University
 "National Chung Cheng University, Chiayi, Taiwan, R.O.C"
+"National Demonstration Center for Experimental Electrical and Electronic Education, Yangtze University"
 "National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"
+"National Formosa University, Taiwan"
 National Institute of Advanced Industrial
 National Institute of Advanced Industrial Science and Technology
 National Institute of Advanced Industrial Science and Technology (AIST
@@ -1348,6 +1661,7 @@ National Institute of Informatics
 "National Institute of Optics, National Research Council, Arnesano, LE, Italy"
 National Institute of Standards and Technology
 "National Institute of Standards and Technology, Gaithersburg, MD 20899, USA"
+National Institute of Technology
 National Institute of Technology Karnataka
 National Institute of Technology Rourkela
 "National Institute of Technology, Durgapur, West Bengal, India"
@@ -1356,7 +1670,9 @@ National Institutes of Health
 "National Kaohsiung University of Applied Sciences, Kaohsiung, Kaohsiung, Taiwan, ROC"
 "National Key Laboratory for Novel Software Technology, Nanjing University, China"
 "National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China"
+"National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, 210023, China"
 "National Lab of Pattern Recognition, Institute of Automation"
+"National Laboratory for Parallel and Distributed Processing, National University of Defense Technology, Changsha, China"
 "National Laboratory of Pattern Recognition (NLPR), Institute of Automation"
 "National Laboratory of Pattern Recognition Institute of Automation, Chinese Academy of Sciences"
 "National Laboratory of Pattern Recognition, Institute of Automation"
@@ -1366,6 +1682,8 @@ National Institutes of Health
 "National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences"
 "National Laboratory on Machine Perception, Peking University, Beijing, P.R. China"
 "National Research Council of Italy, Institute for Microelectronics and Microsystems, Lecce"
+National Research University Higher
+National Research University Higher School of Economics
 "National Research University Higher School of Economics, Nizhny Novgorod, Russian"
 "National Sun Yat Sen University, 804 Kaohsiung, Taiwan"
 "National Taichung University of Science and Technology, Taichung, Taiwan, R.O.C"
@@ -1378,12 +1696,16 @@ National Taiwan University of Science and Technology
 "National Taiwan University, Taiwan"
 National Technical University of Athens
 "National Technical University of Athens, 15780 Athens, Greece"
+"National Tsing Hua University, 101 Kuang Fu Road, Section 2, Hsinchu 300, Taiwan"
 "National Tsing Hua University, Hsin-Chu, Taiwan"
+"National Tsing Hua University, Taiwan"
 "National Tsing-Hua University, Hsin-Chu, Taiwan"
 National University
 "National University of Computer and Emerging Sciences (NUCES-FAST), Islamabad, Pakistan"
+National University of Defense
 National University of Defense Technology
 "National University of Defense Technology, Changsha 410073, China"
+"National University of Defense Technology, Changsha, China"
 "National University of Ireland Maynooth, Co. Kildare, Ireland"
 "National University of Kaohsiung, 811 Kaohsiung, Taiwan"
 National University of Science and Technology
@@ -1394,6 +1716,7 @@ National University of Singapore
 "National University of Singapore, Singapore"
 National University of Technology Technology
 National University of singapore
+"Netherlands, Donders Institute, Radboud University, Nijmegen, The"
 "Netherlands, Utrecht University, Utrecht, The Netherlands"
 "Neurological Institute, USA"
 "Neuroscience, Icahn School of Medicine at Mount Sinai, Friedman Brain Institute, New York, NY, United States"
@@ -1401,25 +1724,33 @@ New Jersey Institute of Technology
 "New Jersey Institute of Technology, USA"
 New York University
 "New York University Shanghai, 1555 Century Ave, Pudong"
+"New York University, Brooklyn, NY, USA"
 "Newcastle University, Newcastle upon Tyne"
+"Newcastle University, UK"
+Ningxia University
 No Institute Given
 Nokia Bell Labs and University of Oxford
 "Nokia Research Center, Tampere, Finland"
 "Normal University, Kunming, China"
 North Carolina AandT State University
 North Carolina Central University
+"North Carolina State University, Raleigh, NC, USA"
+"North Carolina State University, Raleigh, USA"
 "North China Electric Power University, Baoding, China"
+North China University of Technology
 "North China University of Technology, Beijing 100144 CHINA"
 "North Dakota State University, Fargo, ND 58108-6050, USA"
 "North Dakota State University, Fargo, ND58105, USA"
 Northeastern University
 Northeastern University 2Microsoft Research 3City University of New York
+"Northeastern University, Boston, MA"
 "Northeastern University, Boston, MA, USA"
 "Northeastern University, Boston, USA"
 "Northeastern University, MA, USA"
 Northumbria University
 "Northumbria University, Newcastle Upon-Tyne NE21XE, UK"
 "Northumbria University, Newcastle upon Tyne, NE1 8ST, UK"
+Northwestern Polytechnical University
 Northwestern University
 Northwestern University) to T.E. We thank Vincent De Gardelle for helpful comments on an earlier version of
 Nottingham Trent University
@@ -1432,18 +1763,25 @@ OF STANFORD UNIVERSITY
 Oakland University
 Odaiyappa College of
 Okayama University
+"Open Lab, School of Computing, Newcastle University, UK"
+"Optics and Engineering Informatics, Budapest University of Technology and Economics"
 Opus College of Engineering
 Oregon State University
+"Organization, University of Twente, Enschede, The Netherlands, HAN"
+"Osaka University, 1-5 Yamadaoka, Suita-shi, Osaka, Japan"
 "Other uses, including reproduction and distribution, or selling or"
 Otto von Guericke University
 Otto-von-Guericke University Magdeburg
 Oxford Brookes University
 "Oxford Brookes University, Oxford, United Kingdom"
+"Oxford Brookes University, UK"
 Oxford University
 "Oxford University, UK"
+"Ozye gin University, Istanbul, Turkey"
 "P A College of Engineering, Nadupadavu"
 "P. O. Box 4500 FI-90014 University of Oulu, Finland"
 "P. O. Box 4500 Fin-90014 University of Oulu, Finland"
+"P. R. Patil College of Engineering, Amravati Maharashtra   India"
 "P.A. College of Engnineering, Mangalore"
 "P.G. Student, SRV Engineering College, sembodai, India"
 "P.S.R Engineering College, Sivakasi, Tamilnadu, India"
@@ -1457,21 +1795,30 @@ PES Modern College of Engg
 Palo Alto Research Center (PARC
 "PanimalarInstitute of Technology, Tamilnadu, India"
 "Paran a Federal University, Curitiba, Brazil"
+Parisutham Institute of Technology and Science
 "Pathological anxiety is associated with disrupted cognitive processing, including working memory and"
 "Pattern Recognition Group, University of Siegen"
 "Pattern Recognition and Bio-informatics Laboratory, Delft University of Technology, THE NETHERLANDS"
 "Pattern Recognition and Bioinformatics Group, Delft University of Technology"
 "Pattern Recognition and Bioinformatics Group, Delft University of Technology, The Netherlands"
+"Paul G. Allen School of Computer Science and Engineering, University of Washington"
 Peking University
 "Peking University, Beijing, China"
+"Peking University, China"
 Pennsylvania
+Pennsylvania State University
+"Perceptive Automata, Inc"
 "Ph.D Research Scholar, Karpagam University, Coimbatore, Tamil Nadu, India"
 "Ph.D student Zaid Shhedi, Doctoral School of Automatic Control and Computers, University"
+"Phiar Technologies, Inc"
+"Physical Sciences, University"
 Plymouth University
+Plymouth University - CRNS
 Pohang University of Science and Technology
 Politehnica  University of Timisoara
 "Polytechnic Institute of NYU, NY, USA"
 Polytechnic University of Bucharest
+"Polytechnic University of Catalonia, Barcelona, 4National Taiwan University, Taipei, 5University of"
 "Polytechnic University of Milan, Milan, 20156, Italy, 3 Applied Electronics"
 "Pompeu Fabra University, Spain"
 Pondicherry Engineering College
@@ -1480,18 +1827,21 @@ Portland State University
 "Portland State University, USA"
 Portugal
 Poznan University of Technology
+"Prince of Songkla University, Hat Yai, Songkhla, 90112 Thailand"
 Princeton University
 "Princeton University, Princeton, NJ, USA"
 "Princeton University, Princeton, New Jersey, USA"
 "Principal, Chaithanya Institute of Engineering and Technology, Kakinada, AP, India"
 "Principal, JNTUH College of Engineering, jagitial, Karimnagar, AP, India"
 "Priyadarshini College of Engg, Nagpur, India"
+Processing (pp. 1477-1481). [978-1-5090-4117-6/17] Institute of Electrical and Electronics Engineers (IEEE
 "Program of Computational Science and Engineering, Bo gazi ci University"
 "Proto Labs, Inc"
 Psychiatry at the University of Pittsburgh
 "Psychology and Educational Sciences, Open University of the Netherlands, Valkenburgerweg"
 "Psychology and Psychiatry, University of Pittsburgh, USA"
 "Psychology, American University"
+"Psychology, University of"
 "Psychology, University of Illinois, Beckman Institute, Urbana-Champaign, Illinois 61801, University of"
 "Psychonomic Society, Inc"
 "Psychopharmacology Unit, Educational and Health Psychology, University College"
@@ -1499,9 +1849,11 @@ Psychiatry at the University of Pittsburgh
 "Publication details, including instructions for authors and subscription"
 "Publication details, including instructions for authors and subscription information"
 "Pune Institute of Computer Technology, Pune, ( India"
+"Pune Institute of Computer Technology, Pune, India"
 Punjabi University Patiala
 Purdue Institute for Integrative Neuroscience
 Purdue University
+"Purdue University, 2Nanjing University"
 "Purdue University, West Lafayette, IN 47907, USA"
 "Purdue University, West Lafayette, IN, USA"
 "Purdue University, West Lafayette, IN. 47907, USA"
@@ -1510,7 +1862,9 @@ Purdue University
 "QCIS Centre, FEIT, University of Technology, Sydney, NSW 2007, Australia"
 "QCIS, University of Technology Sydney, Sydney, Australia"
 "QCIS, University of Technology, Sydney"
+"Qatar Computing Research Institute, HBKU"
 "Qatar University, Qatar"
+Qihoo 360 AI Institute
 "Qihoo 360 AI Institute, Beijing, China"
 "Quanti ed Employee unit, Finnish Institute of Occupational Health"
 "Quantitative Employee unit, Finnish Institute of Occupational Health"
@@ -1530,6 +1884,7 @@ Queensland University of Technology (QUT
 Queensland University of Technology(QUT
 "Queensland University of Technology, Australia"
 "Queensland University of Technology, Brisbane, QLD, Australia"
+"Queensland University of Technology, Brisbane, Queensland, Australia"
 "R. Campellone, 3210 Tolman Hall, University of California, Berkeley"
 "R.C.Patel Institute of Technology, Shirpur, Dist.Dhule.Maharashtra, India"
 "RCC Institute of Information Technology, Kolkata, India"
@@ -1541,12 +1896,16 @@ Queensland University of Technology(QUT
 RWTH Aachen University
 "RWTH Aachen University, Aachen, Germany"
 "RWTH Aachen University, Germany"
+"Rachel Merchak, Wittenberg University"
+"Ragon Institute of MGH, MIT and Harvard"
 Raipur institute of technology
 "Rayalaseema University Kurnool, Andhra Pradesh"
 "Recanati Genetic Institute, Rabin Medical Center and Schneider Children s Medical Center, Petah Tikva, Israel"
 "Recognition, Institute of Automation"
 "Recognition, Institute of Automation, Chinese Academy of Sciences"
 "Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China"
+"Remote Sensing Unit   Optics, Optometry and Vision Sciences Group, University of Beira Interior"
+Renmin University of China
 Rensselaer Polytechnic Institute
 "Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, NY 12180 USA"
 "Rensselaer Polytechnic Institute, Troy, NY 12180, USA"
@@ -1556,6 +1915,7 @@ Research Center  E. Piaggio
 "Research Center  E. Piaggio , University of Pisa, Pisa, Italy, 2 Faculty of Psychology, University of Florence, Florence, Italy"
 "Research Center CENTIA, Electronics and Mechatronics"
 Research Center and Laboratoire
+"Research Center for Cognitive and Behavioral Sciences, Tehran University of Medical Sciences, Tehran, Iran"
 Research Center for Information
 "Research Center for Information Technology Innovation, Academia Sinica"
 "Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan"
@@ -1568,12 +1928,14 @@ Research Center for Information
 "Research Institute of Child Development and Education, University of Amsterdam, Utrecht, The"
 "Research Institute of Shenzhen, Wuhan University, Shenzhen, China"
 "Research Institute, 138 Gajeongno, Yuseong-gu, Daejeon, 305-700, Republic of Korea"
+"Research Institute, Watchdata Inc., Beijing, China"
 "Research Reports of CMP, Czech Technical University in Prague, No"
 "Research Scholar (M.Tech, IT), Institute of Engineering and Technology"
 "Research Scholar, CGC Group of Colleges, Gharuan, Punjab, India"
 "Research Scholar, PSGR Krishnammal College for Women, Coimbatore"
 "Research School of Computer Science, The Australian National University, ACT 2601, Australia"
 "Research School of Engineering, The Australian National University, ACT 2601, Australia"
+"Research University, ENS/INRIA/CNRS UMR 8548, Paris, France"
 Reutlingen University
 "Rheinische-Friedrich-Wilhelms University, Bonn, Germany"
 Rice University
@@ -1583,6 +1945,7 @@ Rice University
 "Ritsumeikan University, Kyoto, Japan"
 "Ritsumeikan, University"
 "Rm 1365, Stanford University, 401 Quarry Road, Stanford, CA"
+"Robotic Research Centre, Nanyang Technological University, Singapore 639798, Singapore"
 Robotics Institute
 "Robotics Institute, Carnegie Mellon University"
 "Robotics Institute, Carnegie Mellon University 3University of Pittsburgh, USA"
@@ -1605,7 +1968,10 @@ Rowland Institute at Harvard
 Ruhr University Bochum
 "Ruhr-University Bochum, Germany"
 Rutgers University
+"Rutgers University   Newark, 101 Warren St., Newark, NJ, 07102 USA"
+"Rutgers University, 94 Brett Rd, Piscataway Township, NJ 08854, USA"
 "Rutgers University, Computer and Information Sciences, 110 Frelinghuysen Road, Piscataway, NJ"
+"Rutgers University, NJ, USA"
 "Rutgers University, New Brunswick, NJ"
 "Rutgers University, Newark, NJ, USA"
 "Rutgers University, Piscataway NJ 08854, USA"
@@ -1617,11 +1983,13 @@ Rutgers University
 "Rutgers, The State University of New Jersey, 723 CoRE, 94 Brett Rd, Piscataway, NJ"
 "Rutgers, The State University of New Jersey, Piscataway, NJ"
 "Ryerson University, Canada"
+"Ryerson University, Toronto, Canada"
 "S J B Institute of Technology, Bangalore, Karnataka, India"
 "S.R.C.E.M, Banmore, RGPV, University, Bhopal, Madhya Pradesh, India"
 SAMSI and Duke University
 "SASTRA University, Thanjavur, Tamil Nadu, India"
 "SBK Women s University, Quetta, Balochistan"
+"SHIRI AZENKOT, Information Science, Cornell Tech, Cornell University"
 "SICE, Beijing University of Posts and Telecommunications. 2Center for Imaging Science, Johns Hopkins University"
 SIMON FRASER UNIVERSITY
 "SRI International, Menlo Park California / *Brooklyn College, Brooklyn New York"
@@ -1632,31 +2000,46 @@ SIMON FRASER UNIVERSITY
 "SSN College of Engineering, Kalavakkam, Tamil Nadu, India"
 STANBUL TECHNICAL UNIVERSITY   INSTITUTE OF SCIENCE AND TECHNOLOGY
 SUS college of Engineering and Technology
+SWPS University of Social Sciences
+SWPS University of Social Sciences and Humanities
+Saarland University
+"Saarland University, Saarbr cken, Germany, 2 Utrecht University, Utrecht, the Netherlands"
 Sabanc  University
 Sabanci University
+"Sabanci University, Istanbul, Turkey"
 "Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel"
 Sakarya University
 "Salgado de Oliveira University, Brazil"
 Samsung Advanced Institute of Technology
 "Samsung Advanced Institute of Technology (SAIT),  KAIST"
 "Samsung RandD Institute America - Dallas, 1301 East Lookout Drive, Richardson, TX 75082, USA"
+"Samsung Telecommunication Research Institute, Beijing, China"
+Samsung-PDMI Joint AI Center
 "San Jose State University, San Jose, CA"
 Sanghvi Institute of Management and Science
 "Santa Clara University, Santa Clara, CA. 95053, USA"
 Santa Fe Institute
+"Sapienza University of Rome, 2Fondazione Bruno Kessler, 3University of Trento"
 "Sapienza University of Rome, Italy"
 Sarhad University of Science and Information Technology
 "Sathyabama University Old Mamallapuram Road, Chennai, India"
 "Sathyabama University, Chennai, India"
 "Savitri Bai Phule Pune University, Maharashtra India"
 Savitribai Phule Pune University
+"Sch l of EECS, Peking University, Beijing, 100871, China"
+"School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran"
 "School of Applied Statistics, National Institute of Development Administration, Bangkok, Thailand"
+"School of Arti cial Intelligence, University of Chinese Academy of Sciences, Beijing, China"
 "School of Automation Engineering, University of Electronic Science and Technology of China, No. 2006, Xiyuan Ave"
+"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"
 "School of Automation, Beijing University of Posts and Telecommunications, Beijing 100876, China"
 "School of Behavioral and Brain Sciences, The University of Texas at Dallas, USA"
 "School of Business, Aalto University, Finland"
+"School of Business, University of Southern California; Alexandra Mislin"
+"School of Comm. and Info. Engineering, Beijing University of Posts and Telecom"
 "School of Comm. and Info. Engineering, Beijing University of Posts and Telecom., Beijing China"
 "School of Communication Engineering, Hangzhou Dianzi University, Xiasha Higher Education Zone"
+"School of Communication and Information Engineering, Shanghai University"
 "School of Computer Engineering, Nanyang Technological University, Singapore"
 "School of Computer Engineering, Sejong University, Seoul, Korea"
 "School of Computer Engineering, Shahrood University of Technology, Shahrood, IRAN"
@@ -1671,14 +2054,18 @@ Savitribai Phule Pune University
 "School of Computer Science and Engineering, Southeast University, Nanjing 211189, China"
 "School of Computer Science and Engineering, Water Resources University, Hanoi 10000, Vietnam"
 "School of Computer Science and Information Systems, Birkbeck College, University of London"
+"School of Computer Science and Software Engineering, East China Normal University, China"
 "School of Computer Science and Software Engineering, Shenzhen University"
 "School of Computer Science and Software Engineering, Shenzhen University, Nanhai Ave 3688, Shenzhen"
+"School of Computer Science and Software Engineering, University of Western Australia"
 "School of Computer Science and Technology, Harbin Institute of"
+"School of Computer Science and Technology, Harbin Institute of Technology"
 "School of Computer Science and Technology, Harbin Institute of Technology, China"
 "School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"
 "School of Computer Science and Technology, Nanjing University of Science and Technology, China"
 "School of Computer Science and Technology, Shandong Institute of Business and Technology"
 "School of Computer Science and Technology, Shandong University"
+"School of Computer Science and Technology, Shandong University, China"
 "School of Computer Science and Technology, Tianjin University"
 "School of Computer Science and Technology, Tianjin University, 300072 Tianjin, China"
 "School of Computer Science and Technology, Tianjin University, China"
@@ -1686,7 +2073,10 @@ Savitribai Phule Pune University
 "School of Computer Science and Technology, Tianjin University, Tianjin, China"
 "School of Computer Science and Technology, University of Science and Technology of China"
 "School of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China"
+"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing China"
 "School of Computer Science, CECS, Australian National University, Australia"
+"School of Computer Science, CECS, Australian National University, Canberra"
+"School of Computer Science, Carnegie Mellon University"
 "School of Computer Science, Carnegie Mellon University, 15213, USA"
 "School of Computer Science, Carnegie Mellon University, PA 15213, USA"
 "School of Computer Science, Carnegie Mellon University, PA, USA"
@@ -1697,11 +2087,15 @@ Savitribai Phule Pune University
 "School of Computer Science, Fudan University, Shanghai, 200433, China"
 "School of Computer Science, Fudan University, Shanghai, China"
 "School of Computer Science, Nanjing University of Science and Technology"
+"School of Computer Science, National University of Defense Technology, Changsha, China"
 "School of Computer Science, Northwestern Polytechnical University, China"
 "School of Computer Science, Northwestern Polytechnical University, P.R.China"
 "School of Computer Science, Northwestern Polytechnical University, Xi an China"
+"School of Computer Science, OPTIMAL, Northwestern Polytechnical University, Xian 710072, Shaanxi, P. R. China"
 "School of Computer Science, Sichuan University, Chengdu, China"
 "School of Computer Science, South China Normal University, China"
+"School of Computer Science, Tel Aviv University"
+"School of Computer Science, The Hebrew University, Israel"
 "School of Computer Science, The University of Adelaide, Australia"
 "School of Computer Science, The University of Manchester"
 "School of Computer Science, The University of Nottingham"
@@ -1717,11 +2111,16 @@ Savitribai Phule Pune University
 "School of Computer Science, Wuyi University, Jiangmen 529020, China"
 "School of Computer Software, Tianjin University, 300072 Tianjin, China"
 "School of Computer and Communication Engineering, University of Science and Technology Beijing, 100083 Beijing, China"
+"School of Computer and Communication, Hunan University of Technology, Hunan, Zhuzhou, 412008 china"
 "School of Computer and Information Engineering, Nanyang Institute of Technology, Henan, Nanyang, 473000, P.R"
+"School of Computer and Information Engineering, Xiamen University of Technology, Xiamen 361024, China"
 "School of Computer and Information Science, Chongqing Normal University 401331, China"
+"School of Computer and Information Technology, Beijing Jiaotong University, Beijing"
 "School of Computer and Information, Hefei University of Technology, China"
 "School of Computer and Information, Hefei University of Technology, Hefei"
+"School of Computer and Information, Hefei University of Technology, Hefei, China"
 "School of Computer, Beijing Institute of Technology, Beijing, China"
+"School of Computer, National University of Defense Technology"
 "School of Computing Science, Simon Fraser University, Burnaby, B.C., Canada"
 "School of Computing Science, Simon Fraser University, Burnaby, B.C., Canada; E-Mail"
 "School of Computing Science, Simon Fraser University, Canada"
@@ -1730,79 +2129,111 @@ Savitribai Phule Pune University
 "School of Computing and Communications Infolab21, Lancaster University, Lancaster LA1 4WA, UK"
 "School of Computing and Communications, University of Technology Sydney, Sydney, Australia"
 "School of Computing and Info. Sciences, Florida International University"
+"School of Computing and Mathematics, Charles Sturt University, Wagga Wagga, Australia"
+"School of Computing, National University of Singapore"
 "School of Computing, National University of Singapore, SG"
 "School of Computing, National University of Singapore, Singapore"
 "School of Computing, Staffordshire University"
 "School of Control Science and Engineering, Shandong University, Jinan 250061, China"
+"School of Data Science, Fudan University"
 "School of Data Science, Fudan University, China"
 "School of Data and Computer Science, Sun Yat-Sen University, China"
+"School of Data and Computer Science, Sun Yat-Sen University, GuangZhou, China"
 "School of Data and Computer Science, Sun Yat-sen University"
+"School of Data and Computer Science, Sun Yat-sen University, China"
 "School of Data and Computer Science, Sun Yat-sen University, P.R.China"
 "School of Data of Computer Science, Sun Yat-sen University, P.R. China"
 "School of E.C.E., National Technical University of Athens, 15773 Athens, Greece"
+"School of E.C.E., National Technical University of Athens, Greece"
+"School of ECE, Peking University 2School of EIE, South China University of Technology"
+"School of EECS, Peking University, Beijing, 100871, China"
 "School of EECS, Queen Mary University of London"
+"School of EECS, Queen Mary University of London, London, UK"
 "School of EECS, Queen Mary University of London, UK"
 "School of EEE, Nanyang Technological University, Singapore"
+"School of Electrical Engineering and Automation, Anhui University, Hefei, China, Hong Kong Polytechnic"
 "School of Electrical Engineering and Automation, Harbin Institute of Technology"
+"School of Electrical Engineering and Automation, Harbin Institute of Technology (HIT"
 "School of Electrical Engineering and Computer Science, Peking University"
 "School of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran"
 "School of Electrical and Computer Engineering, Cornell University"
+"School of Electrical and Computer Engineering, Cornell University, Ithaca NY"
+"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"
 "School of Electrical and Computer Engineering, RMIT University"
 "School of Electrical and Computer Engineering, RMIT University, Melbourne, Australia"
 "School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"
 "School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. 2Advanced Digital Sciences Center, Singapore"
+"School of Electrical and Information Engineering, Hunan University of Technology, Hunan, Zhuzhou, 412008 china"
 "School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia, 2 Sydney Medical"
 "School of Electrical and Information Engineering, Xi an Jiaotong University, Xi an, China"
 "School of Electrical, Computer and Energy Engineering, Arizona State University"
 "School of Electromechanical Engineering, Guangdong University of Technology, 510006 Guangzhou, China"
 "School of Electronic Engineering and Computer Science, Peking University, 100871, China"
+"School of Electronic Information Engineering, Tianjin University, China"
 "School of Electronic and Computer Engineering, Peking University"
 "School of Electronic and Information Engineering, Beihang University, Beijing, 100191, China"
 "School of Electronic and Information Engineering, South China University of Technology"
 "School of Electronic and Information Engineering, Tongji University, Shanghai, China"
+"School of Electronic and Information, Yangtze University, Jingzhou 434023, China"
 "School of Electronics Engineering and Computer Science, Peking University"
 "School of Electronics Engineering and Computer Science; Peking University, Beijing 100871, China"
 "School of Electronics and Computer Engineering, Peking University"
 "School of Electronics and Information Engineering, Tongji University, Caoan Road 4800, Shanghai"
+"School of Electronics and Information Technology, Sun Yat-Sen University, GuangZhou, China"
 "School of Electronics and Information, Northwestern Polytechnical University, China"
+"School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada"
+"School of Engineering, CECS, Australian National University, Canberra, Australia"
 "School of Engineering, Taylor s University"
 "School of Engineering, University of Guelph"
 "School of Engineering, University of Portsmouth, United Kingdom"
+"School of Engineering, University of Waikato, Hamilton, New Zealand"
 "School of Financial Information Engineering, Southwestern University of Finance and Economics, Chengdu"
 "School of Games, Hongik University, Seoul, Korea"
 "School of ICE, Beijing University of Posts and Telecommunications, Beijing, China"
 "School of Info. and Commu. Engineering, Beijing University of Posts and Telecommunications"
+"School of Informatics, University of Edinburgh"
 "School of Informatics, University of Edinburgh, UK"
 "School of Information Engineering, Guangdong Medical College, Song Shan Hu"
 "School of Information Engineering, Guangdong University of Technology, 510006 Guangzhou, China"
 "School of Information Engineering, Nanchang University, China"
+"School of Information Engineering, Wuyi University, Jiangmen 529020, China"
 "School of Information Science and Engineering, Central South University, Changsha"
 "School of Information Science and Engineering, Southeast University, Nanjing, China"
+"School of Information Science and Engineering, Xiamen University, Xiamen 361005, China"
 "School of Information Science and Technology, Donghua University, Shanghai 200051, China"
 "School of Information Science and Technology, Northwestern University, Xi an710127, Shanxi, China"
 "School of Information Science and Technology, ShanghaiTech University, Shanghai, 200031, China"
 "School of Information Science and Technology, Sun Yat-sen University, China"
+"School of Information Science, Japan Advanced Institute of Science and Technology"
 "School of Information Systems, Singapore Management University, Singapore"
+"School of Information Technology (ITE), Halmstad University, Box 823, 30118 Halmstad, Sweden"
 "School of Information Technology and Electrical Engineering, The University of Queensland"
 "School of Information Technology and Engineering, University of Ottawa, Ontario, Canada"
+"School of Information Technology and Engineering, VIT University, Vellore, 632014, India"
 "School of Information Technology and Management, University of International"
+"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications"
 "School of Information and Control Engineering, Nanjing University of Information Science and Technology, Nanjing, 210044, China"
 "School of Internet of Things Engineering, Jiangnan University, Wuxi 214122, China"
 "School of IoT Engineering, Jiangnan University, Wuxi 214122, China"
 "School of IoT Engineering, Jiangnan University, Wuxi, 214122, China"
 "School of Management Engineering, Henan Institute of Engineering, Zhengzhou 451191, P.R. China"
+"School of Management, University of Bath, Bath, UK"
 "School of Mathematical Science, Dalian University of Technology, Dalian, China"
 "School of Mathematical Science, Peking University, China"
 "School of Mathematical Sciences, Dalian University of Technology, Linggong Rd. 2, Dalian"
 "School of Mathematical Sciences, Monash University, VIC 3800, Australia"
+"School of Mathematical Sciences, Peking University, China"
 "School of Mathematics and Computational Science, Sun Yat-sen University, China"
 "School of Mathematics and Computer Science, Northeastern State University, Tahlequah, OK 74464, USA"
 "School of Mathematics and Statistics, Xi an Jiaotong University, P. R. China"
 "School of Mathematics and Statistics, Xi an Jiaotong University, Xi an, China"
 "School of Mechanical Engineering, Southwest Jiaotong University, Chengdu 610031, China"
 "School of Medicine, Shenzhen University, Shenzhen 518060, China"
+"School of Medicine, Tehran University of Medical Sciences, Tehran, Iran"
 "School of Optics and Electronics, Beijing Institute of Technology, Beijing"
+"School of Physics and Electronic Engineering, Taizhou University, Taizhou 318000, China"
 "School of Physics and Engineering, Sun Yat-Sen University, Guangzhou, China, 2 School of Information"
+"School of Physics and Optoelectronic Engineering, Xidian University, China"
 "School of Psychology, Cardiff University, Cardiff, CF10 3AT, UK"
 "School of Psychology, Cardiff University, Cardiff, United Kingdom, College of"
 "School of Psychology, The University of New South Wales, Sydney, Australia, 2 School of Psychology"
@@ -1813,12 +2244,14 @@ Savitribai Phule Pune University
 "School of Software, Sun Yat-sen University, China"
 "School of Software, Tianjin University"
 "School of Software, Tsinghua University, Beijing 100084, China"
+"School of Software, Xidian University, China"
 "School, The University of Sydney, Sydney, NSW, Australia"
 "Schreiber Building, room 103, Tel Aviv University, P.O.B. 39040, Ramat Aviv, Tel Aviv"
 "Science and Intelligence Technology, Shanghai Institutes for Biological Sciences, CAS"
 "Science and Technology, Sun Yat-Sen University, Guangzhou, China, 3 SYSU-CMU Shunde International"
 Science and the Robotics Institute at Carnegie Mellon University. This study was supported in part
 "Science, University of Amsterdam"
+"Science, University of Bristol"
 "Scienti c Visualization and Computer Graphics, University of Groningen, Nijenborgh 9, Groningen, The Netherlands"
 "Seattle Paci c University, Seattle, WA 98119-1957, USA"
 "Section of Pathology, Second University of Naples, Via L. Armanni"
@@ -1826,23 +2259,35 @@ Science and the Robotics Institute at Carnegie Mellon University. This study was
 "Sejong University, 98 Kunja-Dong, Kwangjin-Gu, Seoul, Korea"
 Semarang State University
 "Sendai National College of Technology, Natori, Japan"
+"SenseTime Group Limited, 2Tsinghua University"
+"SenseTime Group Limited, 3Peking University"
 "SenseTime, 2Tsinghua University"
+"SenseTime-NTU Joint AI Research Centre, Nanyang Technological University"
 "Sensor-enhanced Social Media (SeSaMe) Centre, National University of Singapore, Singapore"
 Seoul National University
+"Seoul National University, Seoul, Korea"
+"Seoul National University, Seoul, South Korea"
+"Sessional Tutor, The University of Melbourne"
 "Several methods exists to induce anxiety in healthy individuals, including threat of shock (ToS), the Trier"
 "Shaanxi Provincial Key Lab on Speech and Image Information Processing, Northwestern Polytechnical University, Xi an, China"
 Shaheed Zulfikar Ali Bhutto Institute of
 Shaheed Zulfikar Ali Bhutto Institute of Science and Technology Islamabad
+"Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Islamabad, Pakistan"
 ShahidBeheshti University
 Shandong University of Science and Technology
 Shandong Women s University
+Shanghai Institute for Advanced Communication and Data Science
 "Shanghai Institute of Applied Physics, Chinese Academy of Sciences"
 Shanghai Jiao Tong University
 "Shanghai Jiao Tong University,  CloudWalk Technology"
+"Shanghai Jiao Tong University, 2Zhejiang University, 3Massachusetts Institute of Technology"
 "Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, China"
 "Shanghai Jiao Tong University, China"
+"Shanghai Jiao Tong University, China. 2Columbia University, USA"
 "Shanghai Jiao Tong University, Shanghai 200240, China"
 "Shanghai Key Lab of Intelligent Information Processing, School of Computer Science, Fudan University, China"
+ShanghaiTech University
+Shanghaitech University
 "Shaoguan University, Da Tang Lu"
 "Sharda University, Greater Noida, India"
 Sharif University of Technology
@@ -1850,6 +2295,7 @@ Sharif University of Technology
 "Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"
 Shenzhen Institutes of Advanced Technology
 "Shenzhen Institutes of Advanced Technology, CAS, China"
+"Shenzhen Institutes of Advanced Technology, CAS, Shenzhen, China"
 "Shenzhen Institutes of Advanced Technology, Chinese Academy of Science, China"
 "Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences"
 "Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 518055, China"
@@ -1862,6 +2308,8 @@ Shenzhen Institutes of Advanced Technology
 "Shenzhen Key Laboratory of High Performance Data Mining, Shenzhen Institutes of Advanced Technology"
 "Shenzhen Key Laboratory of Spatial Smart Sensing and Service, Shenzhen University, P.R. China"
 "Shenzhen Research Institute, The Chinese University of Hong Kong, Shenzhen 518057, China"
+"Shenzhen University, China"
+"Shenzhen University, Shenzhen China"
 "Shenzhen University, Shenzhen, China"
 "Shenzhen key lab of Comp. Vis. and Pat. Rec., Shenzhen Institutes of Advanced Technology"
 "Shenzhen key lab of Comp. Vis. and Pat. Rec., Shenzhen Institutes of Advanced Technology, CAS, China"
@@ -1872,6 +2320,8 @@ Shiraz University
 "Sighthound, Inc"
 Signal Processing Institute
 Simon Fraser University
+"Simon Fraser University, Burnaby, Canada"
+Singapore University of Technology and Design
 Sinhgad College of
 "Skolkovo Institute of Science and Technology (Skoltech), Russia"
 Slovak University of Technology in
@@ -1879,9 +2329,12 @@ Slovak University of Technology in
 "Software, Jiangxi Normal University, Nanchang, China, 4 School of Statistics, Capital University of"
 "Sogang University, Seoul 121-742, Republic of Korea"
 "Solapur University, INDIA"
+Sona College of Technology
 "Sorbonne Universit s, UPMC University Paris 06, Paris, France"
 South China University of China
 South China University of Technology
+South China University of Technology 4NVIDIA 5Google Brain 6Ant Financial
+"South China University of Technology, Guangzhou 510640, China"
 South College Road
 "Southeast University, Nanjing 210096, China"
 "Southeast University, Nanjing 211189, China"
@@ -1900,7 +2353,10 @@ Sponsors: Machine Intelligence Research Labs (MIR Labs
 "Sri Sunflower College of Engineering and Technology, Lankapalli"
 "Sri krishna College of Technology, Coimbatore, India"
 Sridevi Women's Engineering College
+"Srinivasan Engineering College, Perambalur, India"
 "Srm Easwari Engineering College, Ramapuram, Bharathi Salai, Chennai, Tamil Nadu, India"
+"Ss. Cyril and Methodius University, Skopje, Macedonia"
+"St. Ann s College of Engineering and Technology, Andhra Pradesh, India"
 St. Anne s College
 St. Francis Institute of Technology
 "St. Xavier s Catholic College of Engineering, India"
@@ -1909,6 +2365,9 @@ St. Francis Institute of Technology
 "Staffordshire University, Beaconside Stafford ST18 0AB, United Kingdom"
 "Stamford University Bangladesh, Dhaka-1209, Bangladesh"
 Stanford University
+Stanford University  National Tsing Hua University
+"Stanford University, 2Facebook, 3Dartmouth College"
+"Stanford University, 2Simon Fraser University"
 "Stanford University, CA"
 "Stanford University, CA, United States"
 "Stanford University, Stanford, CA, USA"
@@ -1920,20 +2379,26 @@ Stanford University
 "State Key Laboratory for Novel Software Technology, Nanjing University, China"
 "State Key Laboratory of Brain and Cognitive Science, Institute of Psychology"
 "State Key Laboratory of CAD and CG, ZHE JIANG University, HangZhou, 310058 China"
+"State Key Laboratory of ISN, Xidian University"
 "State Key Laboratory of Integrated Services Networks, Xidian University, Xi an 710071 China"
+"State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, 300072, China"
 "State Key Laboratory of Pulp and Paper Engineering, South China University of Technology, Guangzhou 510640, China"
 "State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin, China"
+"State Key Laboratory of Software Development Environment, Beihang University, P.R.China"
 "State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia"
 State University of Feira de Santana (UEFS
 "State University of New York Polytechnic Institute, Utica, New York"
+State University of New York at
 State University of New York at Binghamton
 "State University of New York at Binghamton, Binghamton, NY"
+"State University of New York at Binghamton, USA"
 State University of New York at Buffalo
 "State University of Rio de Janeiro, Brazil"
 "Statistics, University of"
 Stevens Institute of Technology
 Stevens Institute of Technology  Adobe Systems Inc
 Stony Brook University
+"Stony Brook University 2Adobe Research 3 CentraleSup elec, Universit e Paris-Saclay"
 Stony Brook University Hospital
 "Stony Brook University, NY 11794, USA"
 "Stony Brook University, NY, USA"
@@ -1944,6 +2409,7 @@ Stony Brook University Hospital
 "Student, Computer Science, Shah and Anchor Kuttchi Engineering College, Mumbai, India"
 Submitted to the Institute for Graduate Studies in
 Submitted to the Senate of the Hebrew University
+Sudan University of Science and Technology
 "Suhaila N. Mohammed, Baghdad University, College of Science, Baghdad, Iraq"
 Sun Yat-Sen (Zhongshan) University
 Sun Yat-Sen University
@@ -1954,8 +2420,10 @@ Sungkyunkwan University
 Swansea University
 Swiss Federal Institute of Technology
 "Swiss Federal Institute of Technology, Lausanne (EPFL"
+"Switzerland, Psychosomatic Medicine, and Psychotherapy, University Hospital Frankfurt"
 "Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Guangdong"
 "System Research Center, NOKIA Research Center, Beijing, 100176, China"
+"Systems and Communication, University of Milano-Bicocca"
 Systems and Telematics - Neurolab
 THE UNIVERSITY OF ARIZONA
 THE UNIVERSITY OF CHICAGO
@@ -1963,6 +2431,7 @@ THE UNIVERSITY OF CHICAGO
 Tafresh University
 "Tafresh University, Tafresh, Iran"
 Taizhou University
+"Taizhou University, Taizhou 317000, China"
 "Tamkang University, Taipei, Taiwan"
 Tampere University of Technology
 "Tampere University of Technology, Finland"
@@ -1975,45 +2444,63 @@ Tampere University of Technology
 "Technical University in Prague, Technick a 2, 166 27 Prague 6 Czech Republic"
 "Technical University of Cluj Napoca, 28 Memorandumului Street"
 Technical University of Kaiserslautern
+Technical University of Munich
 "Technical University of Munich, Germany"
+"Technical University of Munich, Munich, 2KTH Royal Institute of Technology, Stockholm"
 "Technical University of Ostrava, FEECS"
 TechnicalUniversityofDenmark
 Technion   Israel Institute of Technology
+Technion - Israel Institute of Technology
 "Technological Educational Institute of Athens, 12210 Athens, Greece"
 "Technological University, Davanagere, Karnataka, India"
+"Technology, Manchester Metropolitan University"
 "Technology, Nanjing University of Aero"
 "Technology, University of Oradea 410087, Universitatii 1, Romania"
 Tel Aviv University
+"Tel Aviv University, Columbia University"
+"Tel Aviv University, Cornell Tech"
 "Tel Aviv University, Israel"
 "Tel-Aviv University, Israel"
 Temple University
 "Temple University, Philadelphia, PA 19122, USA"
 "Temple University, Philadelphia, USA"
+Texas AandM University
+"Texas AandM University, College Station TX 77843, USA"
 "Texas AandM University, College Station, TX, USA"
+"Texas State University, San Marcos, USA"
 Thapar University
 The Allen Institute for AI
 "The American University In Cairo, Road 90, New Cairo, Cairo, Egypt"
 The American University in Cairo
 "The American University in Cairo, Egypt"
+"The American University in Cairo, New Cairo 11835, Egypt"
 "The Amsterdam School of Communication Research, University of Amsterdam"
 The Australian National University
 "The Australian National University  Canberra ACT 2601, Australia"
 The Australian National University  Queensland University of Technology
+"The Australian National University, Australia"
 "The Australian National University, Canberra, Australia"
 The Author 2012. Published by Oxford University Press on behalf of The British Computer Society. All rights reserved
 The Author 2014. Published by Oxford University Press
 "The Big Data Research Center, Henan University, Kaifeng 475001, China"
+"The Blavatnik School of Computer Science, Tel Aviv University, IL"
 "The Blavatnik School of Computer Science, Tel Aviv University, Israel"
 "The Blavatnik School of Computer Science, Tel-Aviv University, Israel"
 "The Blavatnik School of Computer Science, Tel-Aviv University, Tel-Aviv, Israel"
 "The Blavatnik School of Computer Science, The Tel-Aviv University"
+"The Center for Brains, Minds and Machines, Massachusetts Institute of Technology, Cambridge, MA USA"
 The Chinese University of Hong Kong
+The Chinese University of Hong Kong 3 SenseTime Group Limited
 The Chinese University of Hong Kong holds the copyright of this thesis. Any
+"The Chinese University of Hong Kong, 2University of Toronto, 3Youtu Lab, Tencent"
+"The Chinese University of Hong Kong, 4Beijing University of Posts and Telecommunications"
 "The Chinese University of Hong Kong, China"
 "The Chinese University of Hong Kong, HKSAR, China"
 "The Chinese University of Hong Kong, Hong Kong"
 "The Chinese University of Hong Kong, Hong Kong SAR, China"
+"The Chinese University of Hong Kong, Hong Kong, China"
 "The Chinese University of Hong Kong, New Territories, Hong Kong"
+"The Chinese University of Hong Kong, Sha Tin, Hong Kong"
 The Chinese University ofHong Kong
 The City College and the Graduate Center
 "The City College of New York, New York, NY 10031, USA"
@@ -2021,13 +2508,16 @@ The City University of New York
 The Education University of Hong Kong
 The Florida State University
 The Graduate University for Advanced Studies (SOKENDAI
+The Hebrew University of Jerusalem
 "The Hebrew University of Jerusalem, Israel"
 The Hong Kong Polytechnic University
 The Hong Kong Polytechnic University 2Harbin Institute of Technology
 "The Hong Kong Polytechnic University, Hong Kong"
+"The Hong Kong Polytechnic University, Hong Kong SAR, China"
 "The Hong Kong Polytechnic University, Hong Kong, China"
 "The Hong Kong Polytechnic University, Hong Kong, SAR, 2University of Technology Sydney, Australia"
 The Hong Kong University of Science and Technology
+The Hong Kong University of Science and Technology 2 Carneige Mellon University
 "The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong"
 "The Image Processing and Analysis Lab (LAPI), Politehnica University of Bucharest, Romania"
 The Institute of Electronics
@@ -2036,8 +2526,10 @@ The Ohio State University
 "The Ohio State University, Columbus, OH, USA"
 "The Ohio State University, OH"
 The Open University
+The Open University of
 The Open University of Israel
 "The Open University of Israel, Israel"
+"The Open University, Israel"
 "The Remote Sensing Technology Institute (IMF), German Aerospace Center"
 "The Robotics Inistitute, Carnegie Mellon University"
 The Robotics Institute
@@ -2054,33 +2546,50 @@ The State University of New Jersey
 The University of Adelaide; and Australian Centre for Robotic Vision
 The University of British Columbia
 The University of Cambridge
+The University of Edinburgh has made every reasonable effort to ensure that Edinburgh Research Explorer
+"The University of Edinburgh, Edinburgh, UK"
 The University of Electro-Communications
 "The University of Electro-Communications, JAPAN"
 "The University of Electro-Communications, Tokyo"
+"The University of Electro-Communications, Tokyo, Japan"
 The University of Hong Kong
+The University of Leeds
 The University of Manchester
 The University of Maryland
 The University of Newcastle
 "The University of Newcastle, Callaghan 2308, Australia"
+The University of North Carolina at Chapel Hill
 The University of North Carolina at Charlotte
 "The University of North Carolina at Charlotte, USA"
 "The University of North Carolina, Chapel Hill"
 The University of Nottingham
 "The University of Nottingham, UK"
 The University of Queensland in
+"The University of Queensland, Australia"
 "The University of Queensland, School of ITEE"
 "The University of Queensland, School of ITEE, QLD 4072, Australia"
 The University of Shef eld
 The University of Sydney
+The University of Sydney 2SenseTime Research 3The Chinese University of Hong Kong
 "The University of Sydney, NSW 2006, Australia"
+"The University of Sydney, SenseTime Computer Vision Research Group"
+"The University of Sydney, SenseTime Computer Vision Research Group, Sydney"
 "The University of Sydney, Sydney, Australia"
 "The University of Tennessee, Knoxville"
+"The University of Tennessee, Knoxville, TN, USA"
 The University of Texas
 The University of Texas at
+The University of Texas at Arlington
 The University of Texas at Austin
+"The University of Texas at Austin, 2Carnegie Mellon University"
+"The University of Texas at Austin, 78701 Austin, USA"
+"The University of Texas at Austin, Austin, TX"
 "The University of Texas at Dallas, Richardson, TX"
 The University of Tokyo
+The University of Tokyo / RIKEN
+"The University of Tokyo, 2RIKEN, 3ETH Z urich, 4KU Leuven"
 "The University of Tokyo, Japan"
+"The University of Warwick, Coventry, UK"
 The University of Western Australia
 The University of York
 "The University of York, Heslington, York YO10 5DD, United Kingdom"
@@ -2089,12 +2598,19 @@ The University of York
 The University of the Humanities
 The Weizmann Institute of
 The Weizmann Institute of Science
+"The Weizmann Institute of Science, Israel"
+"The authors are with Hiroshima University, Higashihiroshima"
 "The authors are with the Delft University of Technology, Data and Knowl"
 The open University of Israel. 2Adience
 "The school of Data Science, Fudan University"
 Thesis. Rochester Institute of Technology. Accessed from
+This Thesis is brought to you for free and open access by the Student Publications at Lake Forest College Publications. It has been accepted for
+"This is an Open Access document downloaded from ORCA, Cardiff University's institutional"
+This work is downloaded from Delft University of Technology
 This work was supported by Grant MOP102637 from the Canadian Institutes of Health Research to E.D.R. and the
 This work was supported in part by National Institute of Mental Health Award R01 MH 087610 to T.E
+"Tilburg Center for Logic, General Ethics, and Philosophy of Science, Tilburg University, Tilburg, Netherlands"
+Tohoku University
 "Tohoku University, Japan"
 "Tohoku University, Sendai, Japan"
 Tokyo Denki University
@@ -2102,22 +2618,30 @@ Tokyo Institute of Technology
 "Tokyo Institute of Technology, Japan"
 Tokyo Metropolitan University
 Tokyo Polytechnic University
+Tokyo University of Science
+"Tokyo, Tokyo, 6National Institute of Informatics, Tokyo"
 Tomas Bata University in Zl n
 Tomsk Polytechnic University
 Tongji University
 "Tongji University, Shanghai 201804, China"
+Tooploox 2Polish-Japanese Academy of Information Technology 3Warsaw University of Technology
 "Toyota College, 2-1 Eisei, Toyota-shi, Aichi, 471-8525 Japan"
 "Toyota Research Institute, Cambridge, MA 2 University of Michigan, Ann Arbor, MI"
+"Toyota Research Institute, Los Altos, CA, USA"
 "Toyota Technological Institute (Chicago, US"
 Toyota Technological Institute Chicago (TTIC
 Toyota Technological Institute at Chicago
+"Toyota Technological Institute, Chicago"
 "Toyota Technological Institute, Chicago (TTIC"
 Transilvania University
+Trinity College
 Tripura University (A Central University
 "Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom"
 Tsinghua University
 Tsinghua University 4SenseTime
 "Tsinghua University, 100084 Beijing, China"
+"Tsinghua University, 2Rutgers University, 3Baidu IDL"
+"Tsinghua University, 2Rutgers University, 3Massachusetts Institute of Technology, 4Baidu IDL"
 "Tsinghua University, Beijing 100084, China"
 "Tsinghua University, Beijing 100084, P.R.China"
 "Tsinghua University, Beijing, China"
@@ -2126,11 +2650,16 @@ Tsinghua University 4SenseTime
 Tsinghua-CUHK Joint Research Center for Media Sciences
 "Tsinghua-CUHK Joint Research Center for Media Sciences, Technologies and Systems"
 "Turin, Italy, 3 Faculty of Humanities, Research Unit of Logopedics, Child Language Research Center, University of Oulu, Oulu"
+"U. G STUDENTS, DEPT OF CSE, ALPHA COLLEGE OF ENGINEERING, CHENNAI"
 U.S. Army Research Laboratory
 "U.S. Army Research Laboratory, 2800 Powder Mill Road, Adelphi, MD USA"
+"U.S. Army Research Laboratory, Adelphi, MD, USA"
+"UC Irvine1, INRIA2, Carnegie Mellon University"
 "UC Lab, Kyung Hee University, Yongin-Si 446-701, Korea"
+UCL and Alan Turing Institute
 "UG student, Amity school of Engineering and Technology, Amity University, Haryana, India"
 "UMIACS | University of Maryland, College Park"
+"UMIACS, University of Maryland"
 "UMIACS, University of Maryland, College Park, MD"
 "UMIACS, University of Maryland, College Park, USA"
 UNIVERSITY IN PRAGUE
@@ -2150,7 +2679,10 @@ USC Information Sciences Institute
 "USC Information Sciences Institute (ISI), Marina Del Rey, CA"
 USC Institute for Creative Technologies
 "USC Institute for Robotics and Intelligent Systems (IRIS), Los Angeles, CA"
+"USHER Institute, University of Edinburgh, United Kingdom"
 "Uber Advanced Technologies Group, 5Vector Institute"
+"Ubiquitous Computing Lab, Kyung Hee University"
+"UiT The Arctic University of Norway, Troms , Norway"
 "Ulm University, Germany"
 "Ultra College of Engineering and Technology for Women, India"
 "United States of America, State University of New York Albany, Albany"
@@ -2163,6 +2695,7 @@ USC Institute for Creative Technologies
 University
 University  Politehnica  of Bucharest
 "University  Politehnica  of Bucharest, Romania, Address Splaiul Independent ei"
+University (H
 University (ITU
 "University B.D.T.College of Engineering, Visvesvaraya"
 "University Bourgogne Franche-Comt , France"
@@ -2177,6 +2710,7 @@ University College London
 University Drive
 "University Drive, Fairfax, VA 22030-4444, USA"
 "University Health Board, Swansea, United Kingdom"
+University Higher School of Economics (HSE). Any opinions or claims contained in this
 "University Hospital Jena, Germany"
 University Institute of Engineering and Technology
 University Lecturer Anu Soikkeli
@@ -2184,6 +2718,7 @@ University Lecturer Veli-Matti Ulvinen
 "University Library, Singapore"
 University Of California San Diego
 University Of Maryland
+University Of Oxford
 "University POLITEHNICA Timisoara, Timisoara, 300223, Romania"
 "University POLITEHNICA of Bucharest, Bucharest, Romania"
 University Politehnica of Bucharest
@@ -2192,6 +2727,7 @@ University Politehnica of Bucharest
 "University Street, Montral, QC H3A 0E9, Canada"
 "University Street, Montreal, QC H3A 0E9, Canada"
 "University Technology of Malaysia, 81310 Skudai, Johor, Malaysia"
+"University at Albany, SUNY"
 "University at Buffalo, SUNY"
 "University at Buffalo, State University of New York"
 University of
@@ -2202,10 +2738,13 @@ University of Adelaide
 "University of Adelaide, SA, Australia"
 "University of Aizu, Japan"
 "University of Akron, Akron"
+"University of Alabama, Tuscaloosa, AL"
 "University of Alberta, Edmonton, AB T6G 2E8, Canada"
 "University of Alberta, Edmonton, Canada"
 "University of Alicante, 03690, San Vicente del Raspeig, Alicante, Spain"
 University of Amsterdam
+University of Amsterdam (UvA
+University of Amsterdam and Renmin University at TRECVID
 "University of Amsterdam, Amsterdam, The"
 "University of Amsterdam, Amsterdam, The Netherlands"
 "University of Amsterdam, Amsterdam, the Netherlands, 2 Leiden University"
@@ -2214,6 +2753,7 @@ University of Amsterdam
 "University of Amsterdam, the Netherlands"
 "University of Amsterdam; 2Amsterdam Brain and Cognition Center, University of"
 University of Applied Sciences Darmstadt - CASED
+"University of Applied Sciences, Arnhem, The Netherlands"
 University of Arizona
 University of Arkansas at Little Rock
 "University of Balochistan, Quetta"
@@ -2229,16 +2769,19 @@ University of Bath
 "University of Bath, Bath, Somerset, United Kingdom"
 "University of Bath, Bath, United Kingdom"
 University of Beira Interior
+University of Bern
 University of Birmingham
 University of Bonn
 "University of Bonn, Germany"
 "University of Bonn, Roemerstrasse 164, 53117 Bonn, Germany"
 University of Brescia
 University of Bridgeport
+"University of Bridgeport, Bridgeport, CT 06604, USA"
 University of Bristol
 University of Bristol - Explore Bristol Research
 "University of Bristol, Bristol, BS8 1UB, UK"
 "University of Bristol, Bristol, UK"
+"University of Bristol, United Kingdom"
 University of British Columbia
 University of Buffalo
 "University of Business Agriculture and Technology, Dhaka-1230, Bangladesh"
@@ -2246,11 +2789,14 @@ University of Caen
 University of Caen Basse-Normandie
 "University of Caen, France"
 University of Cagliari
+University of Calabria - DeMACS
+"University of Calgary, Canada"
 University of California
 University of California   Berkeley
 University of California Berkeley
 University of California Davis
 University of California San Diego
+"University of California San Diego, La Jolla, California, USA"
 University of California Santa Barbara
 University of California at Berkeley
 University of California at Berkeley / ICSI
@@ -2262,15 +2808,20 @@ University of California at San Diego
 "University of California, Berkeley"
 "University of California, Berkeley, Berkeley CA 94720, USA"
 "University of California, Berkeley1 Adobe"
+"University of California, Davis"
+"University of California, Davis 2University of Washington 3Allen Institute for AI"
 "University of California, Irvine"
 "University of California, Irvine, USA"
 "University of California, Los Angeles"
+"University of California, Los Angeles, California, USA"
+"University of California, Los Angeles, USA"
 "University of California, Merced"
 "University of California, Merced, CA"
 "University of California, Merced, CA 95344, USA"
 "University of California, Merced, USA"
 "University of California, Riverside"
 "University of California, Riverside CA 92521-0425, USA"
+"University of California, Riverside, CA"
 "University of California, Riverside, California 92521, USA"
 "University of California, San Diego"
 "University of California, San Diego 2 Carnegie Mellon University"
@@ -2281,6 +2832,7 @@ University of California at San Diego
 "University of California, Santa Cruz"
 University of Cambridge
 University of Cambridge Computer Laboratory
+"University of Cambridge, Cambridge, UK"
 "University of Cambridge, Computer Laboratory, UK"
 "University of Cambridge, The Computer Laboratory, Cambridge CB3 0FD, U.K"
 "University of Cambridge, UK 2Carnegie Mellon University, USA"
@@ -2288,6 +2840,7 @@ University of Cambridge Computer Laboratory
 University of Campinas
 University of Campinas (Unicamp
 University of Canberra
+"University of Canberra, Australia"
 "University of Canberra, Australia,  Data61 - CSIRO and ANU, Australia"
 "University of Canterbury, New Zealand"
 University of Cape Town
@@ -2295,10 +2848,13 @@ University of Cape Town
 "University of Catania, Italy"
 University of Central Florida
 "University of Central Florida, Orlando"
+"University of Central Florida, Orlando FL 32816, USA"
 "University of Central Florida, Orlando, USA"
 "University of Central Florida, USA"
 "University of Central Punjab, Pakistan"
+"University of Chester, UK, 3Conservation Biologist"
 University of Chinese Academy of
+University of Chinese Academy of Science
 University of Chinese Academy of Sciences
 University of Chinese Academy of Sciences (UCAS
 "University of Chinese Academy of Sciences (UCAS), Beijing, 100049, China"
@@ -2309,13 +2865,17 @@ University of Chinese Academy of Sciences (UCAS
 "University of Chinese Academy of Sciences, Beijing, China"
 "University of Chinese Academy of Sciences, China"
 "University of Coimbra, Portugal"
+University of Colorado
+"University of Colorado Boulder, 2U.S. Army Research Lab"
 University of Colorado Colorado Springs
 University of Colorado at Colorado Springs
 "University of Colorado at Colorado Springs and Securics, Inc., Colorado Springs, CO, USA"
 "University of Colorado, Boulder"
 "University of Colorado, Colorado Springs"
+"University of Colorado, Colorado Springs, USA"
 University of Connecticut
 University of Copenhagen
+"University of Cordoba, Spain"
 "University of Crete, Crete, 73100, Greece"
 "University of Dammam, Saudi Arabia"
 "University of Delaware, Newark, DE. USA"
@@ -2326,10 +2886,15 @@ University of Dhaka
 University of Dundee
 University of Edinburgh
 "University of Edinburgh, Edinburgh, UK"
+University of Electronic Science and Technology of China
+"University of Electronic Science and Technology of China, China"
 University of Engineering and Technology
+University of Erlangen-Nuremberg
+University of Erlangen-Nuremberg 3 University of Bath
 "University of Exceter, Exceter, UK"
 University of Exeter
 "University of Exeter, UK"
+University of Florence
 "University of Florence, Italy"
 University of Florida
 "University of Florida, Gainesville, FL, 32611, USA"
@@ -2341,11 +2906,15 @@ University of Geneva
 "University of Genoa, Italy"
 "University of Georgia, Athens, GA, U.S.A"
 University of Glasgow
+"University of Granada, Granada, Spain"
+"University of Granada, Spain"
 University of Groningen
 "University of Groningen, Netherlands"
 "University of Groningen, The Netherlands"
 "University of Gujrat, Pakistan"
+University of Haifa
 "University of Haifa, Haifa, Israel"
+"University of Helsinki, Finland"
 University of Houston
 "University of Houston, Houston, TX 77204, USA"
 "University of Houston, Houston, TX, USA"
@@ -2377,14 +2946,18 @@ University of Kentucky
 "University of Kentucky, 329 Rose St., Lexington, KY, 40508, U.S.A"
 "University of Kentucky, USA"
 University of Lac Hong 10 Huynh Van Nghe
+"University of Larestan, Iran"
 University of Leeds
 "University of Lincoln, School of Computer Science, U.K"
 "University of Lincoln, U.K"
 "University of Lincoln, UK"
+University of Liverpool
 University of Ljubljana
 University of Ljubljana Faculty
+"University of Ljubljana, Faculty of Electrical Engineering"
 "University of Ljubljana, Faculty of Electrical Engineering, Trzaska 25, 1000 Ljubljana, Slovenia"
 University of London
+"University of Malaga, Spain"
 "University of Malaya, 50603 Kuala Lumpur, Malaysia"
 "University of Malaya, Kuala Lumpur, Malaysia"
 University of Malta
@@ -2396,6 +2969,8 @@ University of Maryland College Park
 "University of Maryland, Center for Automation Research"
 "University of Maryland, College Park"
 "University of Maryland, College Park, MD"
+"University of Maryland, College Park, MD 20740; and bIntel Labs, Santa Clara, CA"
+"University of Maryland, College Park, MD, USA"
 "University of Maryland, College Park, USA"
 "University of Maryland, College Park; 2Arizona State University; 3Xerox Research Centre"
 "University of Maryland-College Park, USA"
@@ -2417,12 +2992,19 @@ University of Michigan
 "University of Michigan, Ann Arbor, MI, USA"
 "University of Michigan, Ann Arbor, MI, USA (UMICH.EDU"
 "University of Michigan, Ann Arbor, USA"
+University of Michigan-Shanghai Jiao Tong University Joint Institute
 University of Milan
 "University of Milano-Bicocca, Italy"
 University of Minnesota
 "University of Minnesota-Twin Cities, Minneapolis"
 "University of Missouri, Columbia, MO"
+"University of Missouri, Kansas City"
+University of Modena and Reggio
+"University of Modena and Reggio Emilia, Italy"
+"University of Montreal, 2Cornell University, 3Ecole Polytechnique of Montreal, 4CIFAR"
+"University of Nebraska   Lincoln, USA"
 University of Nebraska - Lincoln
+University of Nevada Las Vegas
 "University of Nevada at Reno, USA"
 "University of Nevada, Reno, Reno, NV, USA"
 "University of Nevada, Reno, USA"
@@ -2432,6 +3014,7 @@ University of North Carolina Wilmington
 University of North Carolina Wilmington in Partial Ful llment
 "University of North Carolina Wilmington, Wilmington, NC, USA"
 University of North Carolina at Chapel Hill
+"University of North Carolina at Chapel Hill, 2Adobe Research"
 "University of North Carolina at Chapel Hill, Chapel Hill, NC"
 "University of North Carolina at Chapel Hill, NC, USA"
 "University of North Carolina at Chapel Hill, USA"
@@ -2442,15 +3025,21 @@ University of Northern British Columbia
 "University of Northern British Columbia, Canada"
 University of Notre Dame
 "University of Notre Dame, 2IIIT-Delhi"
+"University of Notre Dame, Notre Dame, IN, 46556, USA"
 "University of Notre Dame, USA"
 "University of Notre Dame. Notre Dame, IN 46556.USA"
 University of Nottingham
 University of Nottingham Ningbo China
+"University of Nottingham, Ningbo China"
 "University of Nottingham, Ningbo, China"
 "University of Nottingham, Nottingham, UK"
+"University of Nottingham, School of Psychology, University Park, Nottingham NG"
 "University of Nottingham, UK, School of Computer Science"
+University of Ontario Institute
 University of Oradea
 "University of Oradea 410087, Universitatii 1, Romania"
+University of Otago
+"University of Otago, Dunedin, New Zealand"
 University of Ottawa
 "University of Ottawa, Canada"
 "University of Ottawa, Ottawa, On, Canada"
@@ -2458,9 +3047,12 @@ University of Oulu
 "University of Oulu, Finland"
 "University of Oviedo, Campus de Viesques, 33204 Gij n"
 University of Oxford
+University of Oxford 4Massachusetts Institute of Technology 5Google Research
+"University of Oxford, Oxford, UK"
 "University of Oxford, Oxford, United Kingdom"
 "University of Oxford, UK"
 "University of Oxford, United Kingdom"
+"University of Paderborn, Germany"
 "University of Patras, Greece"
 University of Pennsylvania
 "University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"
@@ -2484,25 +3076,34 @@ University of Pittsburgh
 "University of Plymouth, UK"
 University of Posts and Telecommunications
 "University of Queensland, Australia"
+"University of Queensland, Brisbane, Australia"
 "University of Queensland, School of ITEE, QLD 4072, Australia"
 "University of Queensland, St Lucia QLD Australia, 5 Institut Universitaire de France, Paris, France"
 University of Rochester
+"University of Rochester and J. Luo, University of Rochester"
 "University of Rochester, NY 14627, USA"
 "University of Rochester, Rochester, NY, USA"
+University of S ao Paulo
 "University of S ao Paulo - USP, S ao Paulo - Brazil"
 "University of S ao Paulo, S ao Paulo, Brazil"
 "University of Salzburg, Austria"
 "University of Santiago de Compostela, Santiago de Compostela, Spain"
 University of Science and
+University of Science and Technology
 University of Science and Technology Beijing
+"University of Science and Technology Beijing, Beijing, China"
 University of Science and Technology of China
 "University of Science and Technology of China, Hefei 230026, P. R. China"
 "University of Science and Technology of China, Hefei, 230027, China"
+"University of Science and Technology of China, Hefei, Anhui, China"
 "University of Science and Technology of China, Hefei, Anhui, P. R. China"
 "University of Science and Technology of China, Hefei, China"
+"University of Science and Technology of China, Key Laboratory of Electromagnetic"
+"University of Science and Technology, Wuhan, 430074, China"
 "University of Science, Ho Chi Minh city"
 "University of Science, VNU-HCM, Viet Nam"
 "University of Science, VNU-HCMC, Ho Chi Minh city, Vietnam"
+"University of Science, Vietnam National University, HCMC"
 "University of Science, Vietnam National University-Ho Chi Minh city"
 University of Sfax
 "University of Shef eld, Regent Court, 211 Portobello, Shef eld"
@@ -2513,17 +3114,20 @@ University of Siena
 "University of Sk vde, Sweden"
 "University of South Carolina, Columbia, USA"
 "University of South Carolina, USA"
+"University of South Florida, Tampa, Florida, USA"
 University of Southampton
 "University of Southampton, SO17 1BJ, UK"
 "University of Southampton, UK, 2University of Warwick, UK"
 "University of Southampton, United Kingdom"
 University of Southern California
+"University of Southern California, 4A9, 5Amazon"
 "University of Southern California, Institute for Robotics and Intelligent Systems"
 "University of Southern California, Los Angeles, CA 90089, USA"
 "University of St Andrews, United Kingdom"
 University of Stuttgart
 University of Surrey
 "University of Surrey, Guildford, Surrey GU2 7XH, UK"
+"University of Surrey, UK"
 "University of Surrey, United Kingdom"
 University of Sydney
 "University of Szeged, 2 E tv s Lor nd University"
@@ -2532,6 +3136,8 @@ University of Sydney
 University of Tampere
 "University of Tampere, Kanslerinnrinne 1, 33014, Tampere, Finland"
 University of Technology Sydney
+"University of Technology Sydney, 2 The University of Sydney"
+"University of Technology, Australia"
 "University of Technology, Baghdad, Iraq"
 "University of Technology, Guangzhou, 510640, P.R.China"
 "University of Technology, Sydney"
@@ -2545,21 +3151,29 @@ University of Texas at Arlington
 "University of Texas at Arlington, Arlington, TX, USA"
 "University of Texas at Arlington, Arlington, Texas 76019, USA"
 "University of Texas at Arlington, TX, USA"
+"University of Texas at Arlington, TX, USA, 2Beihang University, Beijing, China"
+"University of Texas at Arlington, Texas, USA"
 University of Texas at Austin
 University of Texas at San Antonio
+"University of Texas at San Antonio, USA"
+"University of Texas, Austin"
 "University of Texas, Austin, TX 78712-1188, USA"
 University of Thessaloniki
 University of Tokyo
 "University of Tokyo, 4-6-1 Shirokanedai"
 "University of Tokyo, Japan"
 University of Toronto
+University of Toronto 2Vector Institute
 University of Toronto and Recognyz Systems Technologies
 "University of Toronto, 6 Kings College Road, Toronto, ON M5S 3G4 CANADA"
+"University of Toronto, Canada"
 "University of Toronto, Toronto, ON M5S 2G4, Canada"
+"University of Toronto1, Twenty Billion Neurons"
 University of Toulouse
 University of Toulouse II Le Mirail
 University of Trento
 "University of Trento, Italy"
+"University of Trento, Trento, Italy"
 University of Tsukuba
 "University of Tsukuba, Japan"
 University of Twente
@@ -2570,6 +3184,7 @@ University of Twente 2Dublin City University 3Oxford University
 "University of Ulsan, Ulsan, Republic of Korea"
 University of Venezia
 "University of Vermont, 33 Colchester Avenue, Burlington"
+University of Verona
 "University of Verona, Verona, Italy"
 University of Verona. 2Vienna Institute of Technology. 3ISTC CNR (Trento). 4University of Trento
 "University of Victoria, Victoria, Canada"
@@ -2577,25 +3192,33 @@ University of Verona. 2Vienna Institute of Technology. 3ISTC CNR (Trento). 4Univ
 "University of Vigo, Spain"
 University of Virginia
 "University of Virginia, Charlottesville, VA"
+"University of Waikato, Hamilton, New Zealand"
 University of Warwick
 University of Washington
 University of Washington 4The Allen Institute for AI
 University of Washington and Google Inc
 "University of Washington, Bothell"
+"University of Washington, Bothell, USA"
+"University of Washington, Seattle"
 "University of Washington, Seattle, USA"
 "University of Washington, Seattle, WA 98195, United States"
 "University of Washington, Seattle, WA, USA"
 University of Waterloo
+"University of Waterloo, ON, Canada"
 "University of Waterloo, Waterloo ON N2L3G1, Canada"
+"University of Waterloo, Waterloo, ON N2L 3G1, Canada"
 University of West Bohemia
 University of Western Australia
 University of Wisconsin   Madison
+"University of Wisconsin   Madison, USA"
 University of Wisconsin Madison
 University of Wisconsin-Madison
 "University of Wisconsin-Madison, Madison, WI, USA"
 University of Witwatersrand
 University of Wollongong
 University of Wollongong. For further information contact the UOW
+University of York
+"University of York, Heslington, York YO10 5GH, UK"
 "University of York, UK"
 "University of York, York, UK"
 "University of York, York, United Kingdom"
@@ -2605,36 +3228,48 @@ University of Wollongong. For further information contact the UOW
 "University of Zagreb, Unska 3, 10 000 Zagreb"
 "University of Zaragoza, Spain"
 "University of Zurich, Zurich, Switzerland"
+"University of at Urbana-Champaign, Illinois, USA"
 "University of telecommunications and post, Sofia, Bulgaria"
 "University of the Basque Country, San Sebastian, Spain"
 "University of the South Paci c, Fiji"
 University of the Western Cape
 University of the Witwatersrand
 "University, China"
+"University, Chitorgarh. (INDIA"
 "University, Guangzhou, China"
 "University, Hong Kong"
+"University, Japan"
+"University, Shanghai, China"
 "University, Singapore"
 "University, Taiwan, R.O.C"
 "University, USA"
+"University, Varanasi, 221005, India"
 "University, Xi an Shaanxi Province, Xi an 710049, China"
 University: Dhirubhai Ambani Institute of Information and Communication Technology
 UniversityofMaryland
 "UniversityofMaryland, CollegePark, MD"
 Ural Federal University (UrFU
+Usman Institute of Technology
 "Utah State University, Logan UT"
 "Utah State University, Logan, UT 84322-4205, USA"
 "Utrecht Centre for Child and Adolescent Studies, Utrecht University, Utrecht, The Netherlands"
+"Utrecht University, Buys Ballotgebouw, Princetonplein 5, Utrecht, 3584CC, Netherlands"
 UvA-DARE is a service provided by the library of the University of Amsterdam (http://dare.uva.nl
 VEER SURENDRA SAI UNIVERSITY OF
 "VHNSN College, Virudhunagar, ANJA College"
+VICTORIA UNIVERSITY OF WELLINGTON
 "VISILAB group, University of Castilla-La Mancha, E.T.S.I.Industriales, Avda. Camilo Jose Cela s.n, 13071 Spain"
 "VISLab, EBUII-216, University of California Riverside"
 "VSB Technical University of Ostrava, 17. listopadu 15, 708 33 Ostrava, Czech Republic"
 "VSI Lab, Goethe University, Frankfurt, Germany"
+"VU University Amsterdam, Computational Lexicology and Terminology Lab, De"
+Vector Institute
 Vector Institute for Arti cial Intelligence
+"Vel Tech High Tech Dr Rangarajan Dr Sakunthala Engineering College, Avadi, Chennai, India"
 "VelTech Dr. R.R. and Dr. S.R. Technical University, Chennai"
 VelTech HighTech Dr. Rangarajan Dr.Sakunthala Engineering College
 "Vickram College of Engineering, Enathi, Tamil Nadu, India"
+Victoria University
 Victoria University of Wellington
 "Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand"
 Vienna University of Technology
@@ -2656,6 +3291,8 @@ Virginia Tech Carilion Research Institute
 "Vision and Sensing, HCC Lab, ESTeM, University of Canberra"
 "Vision and Sensing, HCC, ESTeM, University of Canberra"
 "Visual Analysis of People Lab, Aalborg University, Denmark"
+"Visual Computing Center, King Abdullah University of Science and Technology (KAUST"
+"Visual Computing Institute, RWTH Aachen University"
 "Visual Computing and Communications Lab, Arizona State University"
 "Visual Geometry Group, University of Oxford"
 "Visual Geometry Group, University of Oxford, Oxford UK"
@@ -2664,17 +3301,23 @@ Virginia Tech Carilion Research Institute
 "Viswajyothi College of Engineering and Technology Kerala, India"
 Vrije Universiteit Brussel
 "Vrije Universiteit Brussel, 1050 Brussels, Belgium"
+Warsaw University of Technology
 "Warsaw University of Technology, Poland"
 Waseda University
 "Waseda University, Tokyo, Japan"
+Washington University in St. Louis
 "Washington University, St. Louis, MO, USA"
 Wayne State University
 "Wayne State University, Detroit, MI 48202, USA"
+"We thank the support of New York State through the Goergen Institute for Data Science, our corporate research sponsors"
+Webster University
 Weizmann Institute of Science
+"Weizmann Institute of Science, Rehovot, Israel"
 "Welten Institute, Research Centre for Learning, Teaching and Technology, Faculty of"
 "Wenzhou University, China"
 "Wenzhou University, Wenzhou, China"
 West Virginia University
+"West Virginia University, Morgantown"
 "West Virginia University, Morgantown WV 26506, USA"
 "West Virginia University, Morgantown, USA"
 "West Virginia University, Morgantown, WV"
@@ -2682,37 +3325,59 @@ West Virginia University
 "West Virginia University, Morgantown, West Virginia, United States of America, 2. IIIT Delhi, New Delhi"
 Western Kentucky University
 "Western Sydney University, Parramatta, NSW 2150, Australia"
+"While visual features in single frames are vague and limited, multi-frame information, including deformation and pose"
 William Marsh Rice University
+Wittenberg University
+"Wittenberg University, and Dr. Michael Anes, Wittenberg University"
 Wolfson College
+Wuhan University
+"Wuhan University,  Tencent AI Lab,  National University of Singapore,  University of Rochester"
 Xerox Research Center
 Xerox Research Center India
 Xerox Research Center Webster
+Xi an Jiaotong University
 "Xi an Jiaotong University, China"
+"Xi an Jiaotong University, Xi an, Shannxi 710049, P.R.China"
 "Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences"
 Xiamen University
 "Xiamen University, Xiamen, China"
+"Xiamen University, Xiamen, Fujian, China"
 Xidian University
 Xidian University 2Xi an Jiaotong University 3Microsoft Research Asia
 "Xidian University, Xi an, China"
+"Xidian University, Xi an, China, 4 University of Pittsburgh, PA, USA"
 "Y ld z Teknik University, Istanbul, TR"
 "Y. Li, University of Maryland"
+"YUHANG ZHAO, Information Science, Cornell Tech, Cornell University"
 Yale University
+"Yarmouk University, Jordan"
 Yaroslavl State University
+Yeshiva University
 Yeungnam University
+Yonsei University
 York University
 "York University, Toronto"
 "York University, Toronto, Canada"
+"York University, Toronto, ON, Canada"
+"Young Researchers and Elite Club, Mashhad Branch, Islamic Azad University, Mashhad, Iran"
 "ZHAW Datalab, Zurich University of Applied Sciences"
 Zaragoza University
 "Zhejang University, Hangzhou 310027, P.R.China"
 "Zhejiang Normal University, Jinhua, China"
 Zhejiang University
 Zhejiang University of Technology
+"Zhejiang University, 2Southwest Jiaotong University, 3Carnegie Mellon University"
+"Zhejiang University, China"
+"Zhejiang University, Hangzhou, China"
 "Zhengzhou University, Zhengzhou, Henan 450052, China"
+"Zurich University of Applied Sciences, School of Engineering"
 "a Institute of Anatomy I, School of Medicine, Friedrich Schiller University, Germany"
+"a School of Computer and Information Technology, Beijing Jiaotong University, Beijing"
 "a Section of Biomedical Image Analysis, University of Pennsylvania, 3600 Market, Suite 380, Philadelphia, PA 19104, USA"
 "a The Robotics Institute, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA"
 a The University of Nottingham Malaysia Campus
+"aCenter for Combinatorics, Nankai University, Tianjin 300071, China"
+"aCenter for Spatial Information Science, University of Tokyo, Kashiwa 277-8568, Japan"
 "aCentre for Neuroscience, Indian Institute of Science, Bangalore, India"
 "aCollege of Computer Science at Chongqing University, 400044, Chongqing, P.R.C"
 "aDivision of Biology and Biological Engineering 156-29, Howard Hughes Medical Institute, California Institute of Technology, Pasadena, CA"
@@ -2722,16 +3387,23 @@ a The University of Nottingham Malaysia Campus
 aInformation Sciences Institute
 "aLawrence Technological University, 21000 W Ten Mile Rd., South eld, MI 48075, United States"
 "aMILab, LCSEE, West Virginia University, Morgantown, West Virginia, USA"
+"aNo. 238 Songling Road, Ocean University of"
+"aPattern Recognition Laboratory, Delft University of Technology"
 "aResearch Scholar, Anna University, Chennai, Inida"
 "aSchool of Computing and Mathematics, Charles Sturt University, Bathurst, NSW"
+"aSchool of Electronic Information and Mechanics, China University of Geosciences, Wuhan, Hubei 430074, China"
+"aSchool of Engineering and Technology, University of Hertfordshire, Hat eld AL10 9AB, UK"
+"aSchool of Internet of Things Engineering, Jiangnan University, Wuxi 214122, China"
 "aSchool of Technology, University of Campinas"
 "aTurgut Ozal University, Ankara Turkey"
 "abroad, or from public or private research centers"
 "additional details of DCS descriptors, including visualization. For extending the evaluation"
 "and 2Center for Cognitive Neuroscience, Duke University, Durham, North Carolina 27708"
+"and Control, Hungarian Academy of Sciences, Budapest, Hungary, Chuo University"
 "and Engineering, Beihang University, Beijing, China"
 "and IBUG [32]. All of them cover large variations, including different"
 "and Mathematical Biosciences Institute, The Ohio State University"
+"and Media Informatics, Budapest University of Technology and Economics, Budapest, Hungary"
 "and Modeling, Rutgers University"
 "and Southeast University, China"
 "and bDivision of Engineering and Applied Sciences 136-93, California Institute of Technology, Pasadena, CA"
@@ -2752,30 +3424,46 @@ at the University of Central Florida
 "b Computer Technology Institute, Beijing Union University, 100101, China"
 "b DEI - University of Padova, Via Gradenigo, 6 - 35131- Padova, Italy"
 b Institute for Robotics and Intelligent Systems
+"b Machine Perception Laboratory, Institute of Neural Computation, University of California, San Diego, United States"
+"b Research Institute, Watchdata Inc., Beijing, China"
 "b School of Applied Mathematics, Xidian University, Xi an, China"
 "b School of Business, Reykjavik University, Reykjavik, Iceland"
 "b The Interdisciplinary Center for Research on Emotions, University of"
+"bCVSSP, University of Surrey, Guildford, GU2 7XH, UK"
+"bCenter for Applied Mathematics, Tianjin University, Tianjin 300072, China"
 "bDiscipline of Business Analytics, The University of Sydney Business School"
+"bFaculty of Computers and Information, Assiut University, Egypt"
 "bFaculty of Engineering, International Islamic University, Jalan Gombak, 53100 Kuala Lumpur, Malaysia"
+"bMax Planck Institute for Informatics, Germany"
 "bRobotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213, U.S.A"
+"bSchool of Automation, China University of Geosciences, Wuhan, Hubei 430074, China"
 "bSchool of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China"
 "bSchool of Computer and Control Engineering, University of Chinese Academy of Sciences"
+"bSchool of Computer and Information Engineering, Xiamen University of Technology, Xiamen 361024, China"
 "bTsinghua University, Beijing, China"
 "bUniversity of Nottingham, School of Computer Science, Nottingham, UK"
+bourne University
 by grants from the National Institute of Mental Health (MH 15279 and MH067976 (K. Schmidt
 "c Cardiff Business School, Cardiff University, Cardiff, United Kingdom"
+"c Rotman Research Institute, Baycrest Centre for Geriatric Care, Toronto, Ont. M6A 2E1, Canada"
 "c School of Arts and Sciences, University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"
 "c School of Computational Science, Florida State University, Tallahassee, FL 32306, USA"
 c(cid:13) Carnegie Mellon University
+c(cid:13) Massachusetts Institute of Technology 2006. All rights reserved
 c(cid:13)The Chinese University of Hong Kong
 c(cid:176) Massachusetts Institute of Technology 2006. All rights reserved
 "c) 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other users, including reprinting"
 "cCentre of Intelligent Machines, McGill University, Montr eal, QC H3A 0E9, Canada"
 "cFaculty of Electrical Engineering, Mathematics, and Computer Science, University of Twente, The Netherlands"
+"cFaculty of Information Engineering, China University of Geosciences (Wuhan), Wuhan 430074, China"
+"cHuizhou School Affiliated to Beijing Normal University, Huizhou 516002, China"
 "cSchool of Astronautics at Beihang University, 100191, Beijing, P.R.C"
+"cSchool of Computer Science, The University of Adelaide, Adelaide, SA 5005, Australia"
 cThe Open University
+"chael G. Foster School of Business, University of Washington, Seattle"
 cid:1) Honda Research Institute
 cid:1)Institute for Neural Computation
+cid:107)Chongqing University of Posts and Telecommunications
 "cid:130) Computer Perception Lab, California State University, Bakersfield, CA 93311, USA"
 "cid:2) Imperial College London, United Kingdom"
 "cid:2)Honda RandD Americas, Inc., Boston, MA, USA"
@@ -2788,17 +3476,25 @@ cid:3)The Salk Institute and Howard Hughes Medical Institute
 "cid:63)Queen Mary University of London,  Imperial College London"
 "cid:63)Sharif University of Technology,  University College London,  Queen Mary University of London"
 cid:63)Stanford University
+"cid:63)The Robotics Institute, Carnegie Mellon University"
+"cid:63)University of Science and Technology of China, Hefei, Anhui, China"
+"cid:92)School of Information Technologies, University of Sydney, Australia"
 "cid:93) Faculty of Science and Technology, University of Macau"
 "cid:93)Peking University Shenzhen Graduate School, Shenzhen, P.R.China"
+"cid:93)School of Electronic Engineering, Xidian University, China"
+cid:93)University of North Carolina at Charlotte
 college of Engineering
 comparisons with 12 instance-based classi ers on 13 benchmark University of California Irvine
+"con icting sensory information, i.e., incongruent facial muscle activity, this might impede"
 "do, Rep. of Korea, Kyung Hee University, Suwon, Rep. of Korea"
 "e ects of di erence factors, including age group, age gap"
+"e.g. PhD, MPhil, DClinPsychol) at the University of Edinburgh. Please note the following"
 eBay Research Labs
 "engineering, Government College of Engineering Kannur, Kerala, India"
 "f Neuropsychiatry Section, University of Pennsylvania Medical Center, Hospital of the University of Pennsylvania"
 "face processing, including age (Berry, 1990), sex (Hill"
 facultyofmathematicsandnaturalsciencesarti cialintelligence22-09-2016|1ATitleA.UthorRijksuniversiteitGroningenSomeFaculty
+"ganization, University of Southern California, Hoffman Hall 515, Los"
 "gelmeyer et al., 1996); and, increasingly, its role in reactions to"
 "general term, including collaboration. Interaction determines action on someone"
 "gies (Bughin et al. 2017). A range of other sectors, includ"
@@ -2810,23 +3506,32 @@ in The University of Michigan
 "in signed languages, including American Sign Language (ASL). Gestures such"
 in the College of Engineering and Computer Science
 in the Graduate School of Duke University
+"inclusion in Senior Theses by an authorized administrator of Lake Forest College Publications. For more information, please contact"
 "instance has been detected (e.g., a face), it is be possible to obtain further information, including: (i"
+"is demonstrated using a variety of graphics applications, including cross"
 "learning. As a result of this research, many applications, including video surveillance systems"
 massachusetts institute of technology   artificial intelligence laboratory
+"media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or"
 "ment of Psychology, University of California, Berkeley"
 ment. Oxford University Press Series in Affective Science. New York: Oxford
 "methods, including graph matching, optical- ow-based"
+"mpg.de, Max Planck Institute for Informatics"
 "obtained for all other uses, in any current or future media, including reprinting/republishing"
+"ods, including sensitivity to initialization, limited effectiveness in"
 of Cornell University
 "of Engineering and Information Technology, University of Technology, Sydney, Australia"
 "of Maryland, College Park, MD 20742, USA"
 "of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China"
 "of Psychology, Princeton University, Princeton, NJ 08540. E-mail"
 "of Psychology, University of Michigan, Ann Arbor, MI, United States, University of Michigan, Ann"
+of Saarland University
+"of Science, Tilburg University"
 "of Technology, Kochi, Japan, 3 Yunnan Key Laboratory of Computer Technology Applications, Kunming University of Science"
 of bilkent university
 of the University of Notre Dame
+"other uses, in any current or future media, including reprinting/republishing this material for"
 "our analysis to stereotypes beyond gender, including those"
+"pelling applications, including cognitive assistance [29], life"
 "ples of such  ne-grained descriptions, including attributes covering detailed"
 "point, lighting, and appearance. Many applications, including video surveillance systems"
 "puter Engineering, National University of Singapore, Singapore (e-mails"
@@ -2836,10 +3541,13 @@ of the University of Notre Dame
 the Chinese University of Hong Kong
 "the Chinese University of Hong Kong, Shatin, Hong Kong"
 "the Diploma of Imperial College London. This thesis is entirely my own work, and, except"
+"the Indian Institute of Technology, Bombay and Monash University, Australia"
 "the Library: http://uba.uva.nl/en/contact, or a letter to: Library of the University of Amsterdam, Secretariat, Singel 425, 1012 WP Amsterdam"
 "the face, including negative affect and distress, dates"
+"those who possess it, including the ability to act based on one s"
 "tion [11, 10] is making possible very large scale visual recognition both in my own ongoing work, including"
 tional Taipei University for his help in performing simulations. The author would like to thank Mr. Ming
+"tional functions, including the effective assessment of"
 to Michigan State University
 "to process in all the illumination conditions, including total"
 "to visually detectable changes in facial appearance, including blushing and tears. These"
@@ -2848,6 +3556,7 @@ to Michigan State University
 "uses, in any current or future media, including"
 "versity of Amsterdam, Amsterdam and University of Trento"
 via Institute of Electrical and Electronic Engineers at http://dx.doi.org/10.1109/TIP.2014.2367321. Please refer to
+"weighing of different types of information, including expected"
 y National Institute of Advanced Industrial Science and Technology
 yAristotle University of Thessaloniki
 yThe University of Tokyo