2016 TREC Video Retrieval Evaluation
Notebook Papers and Slides



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TRECVID 2016 Overview Papers and Slides

Final papers will be added as they arrive


Paper: TRECVID 2016: Evaluating Video Search, Video Event Detection, Localization, and Hyperlinking (.pdf)
J. Fiscus, D. Joy, M. Michel -- Information Access Division, National Institute of Standards and Technology, USA
G. Awad -- Dakota Consulting, Inc
A. F. Smeaton, G. J. F. Jones -- Dublin City University
W. Kraaij -- Leiden University; TNO
G. Quenot -- Laboratoire d'Informatique de Grenoble
M. Ritter -- Technische Universitat Chemnitz
M. Eskevich -- Radboud University
R. Ordelman, R. Aly -- University of Twente
B. Huet -- EURECOM
M. Larson -- Radboud University; Delft University of Technology

Slides: TREC Video Retrieval Evaluation (TRECVID) Introduction (.pdf)
I. Soboroff, A. Ellis, D. Dimmick, J. Fiscus, D. Joy, M. Michel, A. Delgado -- National Institute of Standards and Technology
G. Awad -- NIST, Dakota Consulting, Inc.
A. Smeaton, G. J. F. Jones -- Dublin City University
W. Kraaij -- Leiden University; TNO
G. Quénot -- Laboratoire d'Informatique de Grenoble
S. Strassel, X. Li -- Linguistic Data Consortium
M. Eskevich -- Radboud University
R. Ordelman, R. Aly -- University of Twente
B. Huet -- EURECOM
M. Larson -- Radboud University; Delft University of Technology

Slides: TRECVID 2016 Ad-hoc Video Search Task (.pdf)
G. Quénot -- Laboratoire d'Informatique de Grenoble
G. Awad -- NIST, Dakota Consulting, Inc.

Slides: TRECVID 2016 Instance Search Task (.pdf)
W. Kraaij -- Leiden University;TNO
G. Awad -- NIST, Dakota Consulting, Inc.

Slides: Draft versionTRECVID 2016 Multimedia Event Detection Task (.pdf)
D. Joy, J. Fiscus, A. Delgado -- NIST

Slides: TRECVID 2016 Video Surveillance Event Detection Task (.pdf)
Martial Michel -- NIST

Slides: TRECVID 2016 Concept Localization Task (.pdf)
G. Awad -- NIST, Dakota Consulting, Inc.

Slides: TRECVID 2016 Video to Text Description (Pilot Task) (.pdf)
G. Awad -- Dakota Consulting, Inc; NIST
A. Smeaton -- Dublin City University
M. Ritter -- Technische Universitat Chemnitz

Slides: TRECVID 2016 Video Hyperlinking Task (.pdf)
M. Eskevich, M. Larson -- Radboud University
R. Aly, R. Ordelma -- University of Twente
G. J. F. Jones -- Dublin City University
B. Huet -- EURECOM

  • Beijing Institute of Technology
     Paper: A system for TRECVID MED by MCIS (.pdf)
    H. Song, W. Yu, Y. Sun, K. Wu -- Beijing Laboratory of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, China

  • Beijing University of Posts and Telecommunications, Multimedia Communication and Pattern Recognition Labs
     Paper: BUPT-MCPRL at TRECVID 2016 (.pdf)
    Z. Zhao, M. Wang, R. Xiang, S. Zhao, K. Zhou, M. liu, S. He, Y. Zhu, Y. Zhao, F. Su -- Multimedia Communication and Pattern Recognition Labs, Beijing University of Posts and Telecommunications, China

  • Etter Solutions
    Paper: Knowledge Based Video Retrieval (KBVR) TRECVID 2016 (.pdf)
    D. Etter -- Etter Solutions

  • EURECOM
     Paper: EURECOM at TRECVID 2016: The Adhoc Video Search and Video Hyperlinking Tasks (.pdf)
    B. Merialdo, P. Pidou, B. Huet -- Data Science Department, EURECOM, Sophia Antipolis, France
    M. Eskevich -- Radboud University, The Netherlands

  • Politecnico di Torino Eurecom
     Paper: Eurecom-Polito at TRECVID 2016: Hyperlinking Tasks (.pdf)
    B. Huet -- EURECOM, Sophia Antipolis, France
    E. Baralis, P. Garza, M. R. Kavoosifar -- Department of Control and Computer Engineering, Politecnico di Torino, Torino, Italy

  • Florida International University; University of Miami
     Paper:Florida International University - University of Miami TRECVID 2016 (.pdf)
    Y. Yan, M. Shyu -- Dept. of Electrical and Computer Engineering, University of Miami, FL, USA
    S. Pouyanfar, S. Guan, H. Tian, H. Ha, S. Chen -- School of Computing and Information Sciences, Florida International University, FL, USA
    W. Chen, T. Chen -- School of Electrical and Computer Engineering, Purdue University, IN, USA
    J. Chen -- Miami Palmetto Senior High School, FL, USA

  • FX PALO ALTO LABORATORY, INC
     Paper:FXPAL Experiments for TRECVID 2016 Video Hyperlinking (.pdf)
    C. Bhatt, M. Cooper -- FX Palo Alto Laboratory, CA, USA

  • Hikvision Research Institute
     Paper:HRI Team @ TRECVID 2016: Surveillance event detection (.pdf)
    P. Yang, J. Xiong, D. Xie, S. Pu -- Hikvision Research Institute, China

  • Wuhan University
     Paper:IIPWHU@TRECVID 2016 Surveillance Event Detection (.pdf)
    Z. Wang, J. Lu, Y. He, S. Li, Z. Chen -- School of Computer Science, Wuhan University, Wuhan, China
    B. Xu -- School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China

  • University of Basel; University of Mons; Koc University
     Paper:The IMOTION System at TRECVID 2016: The Ad-Hoc Video Search Task (.pdf)
    C. Tănase, L. Rossetto, I. Giangreco, H. Schuldt -- Department of Mathematics and Computer Science, University of Basel, Switzerland
    S. Dupont, O. Seddati -- Université de Mons, Mons, Belgium

  • Carnegie Mellon University;University of Technology Sydney;Renmin University of China;Shandong University;Zhejiang University
     Paper:Informedia @ TRECVID 2016 (.pdf)
    J. Liang, J. Chen, P. Huang, X. Li, L. Jiang, Z. Lan, A. Hauptmann -- Carnegie Mellon University
    P. Pan, H. Fan, Y. Yang -- University of Technology Sydney
    Q. Jin -- Renmin University of China
    J. Sun -- Shandong University
    Y. Chen -- Zhejiang University

    Slides: INF @ TRECVID 2016: Multimedia event Dertection, Ad-hoc Video Search, Surveillance event Detection (.pdf)
    J. Liang, P. Huang, L. Jiang, Z. Lan, J. Chen, A. Hauptmann -- Carnegie Mellon University
    J. Sun -- Shandong University
    Y. Chen -- Zhejiang University

  • Dublin City University; Polytechnic University of Catalonia
     Paper:Dublin City University and Partners' Participation in the INS and VTT Tracks at TRECVid 2016 (.pdf)
    M. Marsden, E. Mohedano, K. McGuinness, N. E. O'Connor, J. Zhou, A. Smeaton -- Insight Centre for Data Analytics, Dublin City University, Ireland
    L. Azevedo, T. Daudert, B. Davis, M. Hürlimann -- Insight Centre for Data Analytics, National Univ. of Ireland, Ireland
    A. Calafell, X. Giró-i-Nieto -- Universitat Politcnica de Catalunya, Spain
    H. Afli, J. Du, D. Ganguly, E. Li, A. Way -- Adapt Centre for Digital Content Technology, Dublin City University, Ireland

  • CEA-LIST, LABRI, LIG, LIMSI, LISTIC
     Paper:IRIM at TRECVID 2016: Instance Search (.pdf)
    B. Mansencal, J. Benois-Pineau -- LABRI UMR 5800, Université Bordeaux / CNRS / Bordeaux INP, Talence Cedex, France
    H. Bredin -- CNRS, LIMSI, Université Paris-Saclay, BP 133, 91403 Orsay Cedex, France
    A. Benoit, N. Voiron, P. Lambert -- LISTIC, Domaine Universitaire, BP 80439, 74944 Annecy le vieux Cedex, France
    G. Quénot -- Univ. Grenoble Alpes, CNRS, LIG, F-38000 Grenoble, France

  • CNRS, IRISA, INSA, Universite de Rennes 1
     Paper:IRISA at TrecVid2016: Crossmodality, Multimodality and Monomodality for Video Hyperlinking (.pdf)
    R. Bois, G. Gravier -- CNRS
    V. Vukotic, P. Sébillot, R. Sicre, C. Raymond -- IRISA & Inria Rennes

  • Klagenfurt University
     Paper:ITEC-UNIKLU Ad-hoc Video Search Submission 2016 (.pdf)
    M. J. Primus, B. Münzer, S. Petscharnig, K. Schoeffmann -- ITEC - Information Technology, Klagenfurt University Klagenfurt, Austria

  • Information Technologies Institute, Centre for Research and Technology Hellas
     Paper:ITI-CERTH participation to TRECVID 2016 (.pdf)
    F. Markatopoulou, A. Moumtzidou, D. Galanopoulos, T. Mironidis, V. Kaltsa, A. Ioannidou, S. Symeonidis, K. Avgerinakis, S. Andreadis, I. Gialampoukidis, S. Vrochidis, A. Briassouli, V. Mezaris, I. Kompatsiaris -- Information Technologies Institute/Centre for Research and Technology Hellas, Greece
    I. Patras -- Queen Mary University of London, UK

    Slides:ITI-CERTH in TRECVID 2016 Ad-hoc Video Search (AVS) (.pdf)
    F. Markatopoulou, D. Galanopoulos, I. Patras, V. Mezaris -- Information Technologies Institute/Centre for Research and Technology Hellas, Greece

    Poster:ITI-CERTH participation in TRECVID 2016 (.pdf)
    F. Markatopoulou, A. Moumtzidou, D. Galanopoulos, T. Mironidis, V. Kaltsa, A. Ioannidou, S. Symeonidis, K. Avgerinakis, S. Andreadis, I. Gialampoukidis, S. Vrochidis, A. Briassouli, V. Mezaris, I. Kompatsiaris -- Information Technologies Institute/Centre for Research and Technology Hellas, Greece
    I. Patras -- Queen Mary University of London, UK

  • JOANNEUM RESEARCH
     Paper:JOANNEUM RESEARCH at TRECVID 2016 Instance Search Task (.pdf)
    M. Höffernig, W. Bailer -- JOANNEUM RESEARCH, DIGITAL - Institute for Information and Communication Technologies, 8010 Graz, Austria

  • Kobe University; National Institute of Information and Communications Technology; University of Siegen
     Paper: Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task (.pdf)
    Y. Matsumoto, K. Uehara -- Graduate School of System Informatics, Kobe University
    T. Shinozaki -- Center for Information and Neural Networks, National Institute of Information and Communications Technology (NICT)
    K. Shirahama, M. Grzegorzek -- Pattern Recognition Group, University of Siegen

    Slides: Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task (.pdf)
    Y. Matsumoto, K. Uehara -- Graduate School of System Informatics, Kobe University
    T. Shinozaki -- Center for Information and Neural Networks, National Institute of Information and Communications Technology (NICT)
    K. Shirahama, M. Grzegorzek -- Pattern Recognition Group, University of Siegen

    Poster: Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task (.pdf)
    Y. Matsumoto, K. Uehara -- Graduate School of System Informatics, Kobe University
    T. Shinozaki -- Center for Information and Neural Networks, National Institute of Information and Communications Technology (NICT)
    K. Shirahama, M. Grzegorzek -- Pattern Recognition Group, University of Siegen

  • Korea University - Intelligent Signal Processing Laboratory
     Paper:KU-ISPL TRECVID 2016 Multimedia Event Detection System (.pdf)
    S. Lee, D. Kim, S. Shon, S. Mun, M. Shin, Y. Chen, S. Hyung, H. Mohammed, H. Ko -- Intelligent Signal Processing Laboratory, Korea University

  • National Institute of Informatics; Hitachi, Ltd; University of Information Technology, VNU-HCM, Vietnam (HCM-UIT)
     Paper:NII-HITACHI-UIT at TRECVID 2016 (.pdf)
    D. Le, S. Phan, Y. Miyao, S. Satoh -- National Institute of Informatics, Tokyo, Japan
    T. A. Nguyen -- The university of Tokyo, Japan
    V. Nguyen, M. Tran -- University of Science, VNU-HCMC, Vietnam
    T. D. Ngo, D. A. Duong -- University of Information Technology, VNU-HCMC, Vietnam
    V. Hoang -- Hanoi University of Science and Technology, Hanoi, Vietnam
    Y. Watanabe, M. Klinkigt, A. Hiroike -- Hitachi Ltd., Tokyo, Japan

  • University of Amsterdam
     Paper:University of Amsterdam and Renmin University at TRECVID 2016: Searching Video, Detecting Events and Describing Video (.pdf)
    C. G. M. Snoek, E. Gavves, N. Hussein, D. C. Koelma, A. W. M. Smeulders -- University of Amsterdam, Amsterdam, The Netherlands
    J. Dong, X. Li, X. Wang, Q. Wei, W. Lan -- Renmin University of China, Beijing, China

    Slides:Video Search when examples are scarce (.pdf)
    D. Koelma, C. Snoek -- University of Amsterdam, The Netherlands

    Slides:Word2VisualVec for Video-To-Text Matching and Ranking (.pdf)
    J. Dong -- Zhejiang University
    X. Li, X. Wang, Q. Wei, W. Lan -- Renmin University of China
    C. G. M. Snoek -- University of Amsterdam, The Netherlands

  • NTT Media Intelligence Laboratories; Fudan University
     Paper:NTTFudan Team @ TRECVID 2016: Multimedia Event Detection (.pdf)
    Y. Sun, H. Arai, T. Kinebuchi -- NTT Media Intelligence Laboratories, Japan
    R. Zhao, Y. Jiang -- School of Computer Science, Fudan University, China

  • Peking University
     Paper:PKU-ICST at TRECVID 2016: Instance Search Task (.pdf)
    Y. Peng, X. Huang, J. Qi, J. Zhao, J. Zhang, Y. Zhao, Y. Yuan, X. He, J. Zhang -- Institute of Computer Science and Technology, \ Peking University, Beijing 100871, China

  • University of Sheffield; University of Engineering & Technology
     Paper:THE UNIVERSITY OF SHEFFIELD AND UNIVERSITY OF ENGINEERING & TECHNOLOGY, LAHORE AT TRECVID 2016: VIDEO TO TEXT DESCRIPTION TASK (.pdf)
    S. Q. Wahla, S. Waqar, M. U. G. Khan -- Dept. of Computer Science & Engineering, UET Lahore, Pakistan
    Y. Gotoh -- The University of Sheffield, UK

  • Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences
     Paper: Shenzhen Institutes of Advanced Technology, CAS, China at TRECVID INS 2016 (.pdf)
    J. Ye, L. Xing, X. Fan, C. Song, D. Song, C. Zhu, Y. Qiao -- Shenzhen Institutes of Advanced Technology, CAS, China

  • Tokyo Institute of Technology
     Paper:TokyoTech at TRECVID 2016 (.pdf)
    N. Inoue, R. Yamamoto, N. Rong, K. Shinoda -- Tokyo Institute of Technology

    Slides:Localization using Faster R-CNN and Multi-Frame Fusion (.pdf)
    R. Yamamoto, N. Inoue, K. Shinoda -- Tokyo Institute of Technology

    Poster:TokyoTech at TRECVID 2016 (.pdf)
    R. Yamamoto, N. Inoue, K. Shinoda -- Tokyo Institute of Technology
    N. Rong, N. Inoue, K. Shinoda -- Tokyo Institute of Technology

  • TU Chemnitz - Junior Professorship Media Computing - Chair Media Informatics
     Paper:Technische Universität Chemnitz at TRECVID Instance Search 2016 (.pdf)
    S. Kahl, C. Roschke, M. Rickert, H. Hussein, R. Manthey, M. Heinzig, D. Kowerko, M. Ritter -- Junior Professorship Media Computing,Technische Universität Chemnitz,Germany
    D. Richter, A. Zywietz, M. Eibl -- Chair Media Informatics, Technische Universität Chemnitz, D-09107 Chemnitz, Germany

  • Department of Informatics, The University of Electro-Communiacations
     Paper: UEC at TRECVID 2016 AVS task (.pdf)
    N. Choijilsuren, K. Yanai -- Dapartment of Informatics, The University of Electro-communications, Tokyo, Japan

  • University of Technology, Sydney D2DCRC
     Paper: UTS-CMU-D2DCRC Submission at TRECVID 2016 Video Localization (.pdf)
    L. Zhu, X. Dong, Y. Yang -- FEIT, University of Technology Sydney
    A. G. Hauptmann -- SCS, Carnegie Mellon University

  • City University of Hong Kong
     Paper:VIREO @ TRECVID 2016: Multimedia Event Detection, Ad-hoc Video Search, Video to Text Description (.pdf)
    H. Zhang, L. Pang, Y. Lu, C. Ngo -- Video Retrieval Group (VIREO), City University of Hong Kong

    Slides:A Finer Granularity Object level Representation for Multimedia Event Detection (.pdf)
    H. Zhang, Y. Lu, C. Ngo -- City University of Hong Kong

    Poster:VIREO@TRECVID 2016: Multimedia Event Detection, Ad-hoc Video Search, Video to Text Description (.pdf)
    H. Zhang, L. Pang, Y. Lu, C. Ngo -- Video Retrieval Group (VIREO), City University of Hong Kong

  • University of Basel
     Paper:The vitrivr System at TRECVID 2016: The Ad-Hoc Video Search Task (.pdf)
    C. Tănase, L. Rossetto, I. Giangreco, H. Schuldt -- Department of Mathematics and Computer Science, University of Basel, Switzerland

  • School of Information Technology and Electrical Engineering, The University of Queensland
     Paper:WARD@TRECVID 2016 (.pdf)
    X. Du, X. Zhou -- The University of Queensland
    Y. Yang -- University of Technology Sydney

  • Waseda University
     Paper:Waseda at TRECVID 2016: Ad-hoc Video Search (.pdf)
    K. Ueki, K. Kikuchi, S. Saito, T. Kobayashi -- Faculty of Science and Engineering, Waseda University, Japan

    Slides:Waseda at TRECVID 2016 Ad-hoc Video Search(AVS) (.pdf)
    K. Ueki, K. Kikuchi, S. Saito, T. Kobayashi -- Waseda University

    Poster:Waseda at TRECVID 2016: Fully-automatic Ad-hoc Video Search (.pdf)
    K. Kikuchi, K. Ueki, S. Saito, T. Kobayashi -- Waseda University

  • National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University
     Paper: WHU-NERCMS at TRECVID2016: Instance Search Task (.pdf)
    Z. Wang, Y. Yang, S. Guan, C. Han, J. Lan, R. Shao, C. Liang -- National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, China
    J. Wang -- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China

    Slides: WHU-NERCMS at TRECVID2016: Instance Search Task (.pdf)
    Z. Wang, Y. Yang, S. Guan, C. Han, J. Lan, R. Shao, C. Liang -- National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, China
    J. Wang -- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China

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