2018 TREC Video Retrieval Evaluation
Notebook Papers and Slides



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TRECVID 2018 Overview Papers and Slides

Final papers will be added as they arrive


Paper: TRECVID 2018: Benchmarking Video Activity Detection, Video Captioning and Matching, Video Storytelling Linking and Video Search (.pdf)
G. Awad, A. Butt, K. curtis, Y. Lee, J. Fiscus, A. Godil, D. Joy, A. Delgado -- Information Access Division, National Institute of Standards and Technology, USA
A. F. Smeaton, Y. Graham, -- Dublin City University, Ireland
W. Kraaij -- Leiden University; TNO, Netherlands
G. Quénot -- Laboratoire d'Informatique de Grenoble, France
J. Magalhaes, D. Semedo -- NOVA LINCS, Universidade NOVA de Lisboa, Portugal
S. Blasi -- British Broadcasting Corporation (BBC R\&D)

Slides: TREC Video Retrieval Evaluation (TRECVID) Introduction (.pdf)
I. Soboroff, A. Butt, K. Curtis, A. Ellis, D. Dimmick, J. Fiscus, Y. Lee, A. godil D. Joy, 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
J. Magalhaes, D. Semedo -- NOVA LINCS, Universidade NOVA de Lisboa, Portugal
S. Blasi -- British Broadcasting Corporation (BBC R\&D)

Slides: TRECVID 2018 Ad-hoc Video Search Task (.pdf)
G. Quénot -- Laboratoire d'Informatique de Grenoble
G. Awad -- NIST, Dakota Consulting, Inc.

Slides: TRECVID 2018 Instance Search Task (.pdf)
W. Kraaij -- Leiden University;TNO
G. Awad -- Dakota Consulting, Inc; NIST
K. Curtis -- NIST

Slides:TRECVID 2018 Video to Text Description (.pdf)
G. Awad -- Dakota Consulting, Inc; NIST
A. Smeaton -- Dublin City University
A. Butt -- NIST

Slides: TRECVID 2018 Social media video story linking (.pdf)
J. Magalhaes, D. Semedo -- Universidade NOVA de Lisboa
S. Blasi -- BBC

Slides: ActEV18: Activities in Extended Video (.pdf)
A. Godil, J. Fiscus, Y. Lee, D. Joy, A. Delgado -- National Institute of Standards and Technology

Slides: Final Workshop items and TRECVID 2019 planning (.pdf)

  • Adapt Centre, School of Computer Science and Statistics of TCD
    Paper: A Two-stage Transfer Learning Approach for Storytelling Linking (.pdf)
    H Wu, S. Lawless, F. Pitie -- Adapt Centre, School of Computer Science and Statistics,Trinity College Dublin, Ireland
    G. J. F. Jones -- ADAPT Centre, School of Computing, Dublin City University, Ireland

    Slides: Social-media Storytelling Linking (.pdf)

  • Beijing University of Posts and Telecommunications
    Paper: BUPT-MCPRL at TRECVID 2018: ACtEV and INS (.pdf)
    X. Cao, Z. Wang, P. Li, X. Xiang, X. Li, Y. Li, S. Xu, L. Zhou, Z. Zhao, Y. Zhao, F. Su -- Multimedia Communication and Pattern Recognition Lab,Beijing Key Laboratory of Network System and Network Culture, Beijing, Beijing University of Posts and Telecommunications, China

  • University of Central Florida
    Paper: Action and Object Detection for TRECVID (.pdf)
    Y. S. Rawat, A. Rana, P. Tirupattur, M. Shah -- Center for Research in Computer Vision, University of Central Florida

    Slides: Activity and object detection in untrimmed videos (.pdf)

  • EURECOM
    Paper: EURECOM participation in TrecVid VTT 2018 (.pdf)
    D. Francis, B. Huet, B. Merialdo,-- Data Science Department, EURECOM, Sophia Antipolis, France

  • Florida International University; University of Miami
    Paper: Florida International University - University of Miami TRECVID 2018 (.pdf)
    S. Pouyanfar, H. Tian, M. P. Reyes, T. Wang, H Cen, Y. Li, S. Chen -- School of Computing and Information Sciences, Florida International University, FL, USA
    Y. Tao, Y. Tu, Y. Yan, S. Sadiq, M. Shyu -- Dept. of Electrical and Computer Engineering, University of Miami, 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

    Slides: Florida International University - University of Miami TRECVID 2018 Ad-hoc Video Search (AVS) Task (.pdf)

  • University of Applied Sciences Mittweida; Chemnitz University of Technology
    Paper: University of Applied Sciences Mittweida and Chemnitz University of Technology at TRECVID 2018 (.pdf)
    R. Thomanek, C. Roschke, B. Platte, T. Rolletschke, M. Heinzig, M. Vodel, F. Zimmer, M. Ritter -- University of Applied Sciences Mittweida, D-09648 Mittweida, Germany
    R. Manthey, D. Kowerko, S. Kahl, M. Eibl -- Chemnitz University of Technology, D-09107 Chemnitz, Germany

    Slides: INS approach with pertained models and web based interactive evaluation (HSMW_TUC) (.pdf)

  • IBM T.J. Watson Research Cente
    Paper: Object-Centric Spatio-Temporal Activity Detection and Recognition (.pdf)
    M. Beigi, L. M. Brown, Q. Fan, J. Henning, C. Lin, H. Shi, C. Shu, R. Feris -- IBM T.J. Watson Research Cente, NY, USA

  • Carnegie Mellon University; Shandong Normal University; Renmin University; Beijing University of Technology
    Paper: Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video. (.pdf)
    J. Chen, P. Huang, J. Liu, J. Liang, T. Hu, W. Ke, W. Barrios, V. Vaibhav, X. Chang, D. Huang, A. Hauptmann -- Carnegie Mellon University
    S. Chen, Q. Jin -- Renmin University of China

    Slides: INF@AVS 2018: Learning discrete and continuous representations for cross-modal retrieval (.pdf)

    Slides: INF entrance to TRECVID2018 video to text task (.pdf)

  • CEA-LIST, LABRI, LIG, LIMSI, LISTIC
    Paper: IRIM at TRECVID 2018: 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
    G. Quénot -- Univ. Grenoble Alpes, CNRS, LIG, F-38000 Grenoble, France

  • Information Technologies Institute, Centre for Research and Technology Hellas
    Paper: ITI-CERTH participation in TRECVID 2018 (.pdf)
    K. Avgerinakis, A. Moumtzidou, D. Galanopoulos, G. Orfanidis, S. Andreadis, F. Markatopoulou, E. Batziou, K. Ioannidis, S. Vrochidis, V. Mezaris, I. Kompatsiaris -- Information Technologies Institu\ te/Centre for Research and Technology Hellas, Greece

    Poster: ITI-CERTH participation in TRECVID 2018 (.pdf)

  • Graduate School of System Informatics, Kobe University; Department of Informatics, Kindai Univesity
    Paper: Kobe University and Kindai University at TRECVID 2018 AVS Task (.pdf)
    H. Zhenying, K. Uehara -- Graduate School of System Informatics, Kobe University
    K. Shirahama -- Department of Informatics, Kindai University

    Poster: Kobe University and Kindai University at TRECVID 2018 AVS Task (.pdf)

  • Knowledge Systems Laboratory, Nagaoka University of Technology
    Paper: An Automatic Text Generation System for Video Clips using Machine Learning Technique (.pdf)
    A. Shibata, T. Yukawa -- Nagaoka University of Technology, Nagaoka, Japan

  • Korea University
    Paper: KU-ISPL TRECVID 2018 VTT Model (.pdf)
    Y. Jin, J. K. wak, Y. Lee, J. Yun, H. Ko -- Intelligent Signal Processing Laboratory, Korea University

    Slides: Video to Text, TRECVID 2018 (.pdf)

  • Shandong Normal University
    Paper: Shandong Normal University in the VTT Tasks at TRECVID 2018 (.pdf)
    C. Liu, M. Gao, J. Wang, L. Zou, E. Yu, J. Sun -- Shandong Normal University, China

  • National Institute of Informatics, Japan; Hitachi, Ltd, Japan; University of Information Technology, VNU-HCM, Vietnam (HCM-UIT)
    Paper: NII_HITACHI_UIT at TRECVID 2018 (.pdf)
    S. Phan, Z. Wang, S. Satoh -- National Institute of Informatics, Tokyo, Japan
    A. Su -- University Grenoble Alpes, France
    M. Klinkigt, M. Chabbra, M. R -- Hitachi, Ltd., Japan
    D. Le -- University of Information Technology, VNU-HCMC, Vietnam

    Slides: Person-Location Instance Search via Progressive Extension and Intersection Pushing - NII_Hitachi_UIT team at TRECVID2018 Instance Search Task (.pdf)

  • Universidade NOVA Lisboa
    Paper: Graph-based social media story linking (.pdf)
    G. Marcelino, D. Semedo, J. Magalhaes -- NOVA LINCS, Faculdade de Ciencias e Tecnologia, Universidade NOVA Lisboa, Caparica, Portugal

    Slides: Graph-based social media story linking (.pdf)

  • ROSE LAB, NANYANG TECHNOLOGICAL UNIVERSITY
    Paper: NTU ROSE Lab at TRECVID 2018: Ad-hoc Video Search and Video to Text (.pdf)
    M. Bastan, X. Shi, J. Gu, Z. Heng, C. Zhuo, D. Sng, A. Kot -- ROSE Lab, Nanyang Technological University, Singapore

  • Aalto University
    Paper: PicSOM Experiments in TRECVID 2018 (.pdf)
    M. Sjoberg, H. R. Tavakoli, H. L. Mantecon, J. Laaksonen -- Department of Computer Science, Aalto University School of Science, Aalto, Finland
    Z. Xu -- Department of Signal Processing and Acoustics, Aalto University School of Electrical Engineering, Aalto, Finland

  • Peking University
    Paper: PKU_ICST at TRECVID 2018: Instance Search Task (.pdf)
    Y. Peng, X. Huang, Y. Zhuo, Z. Ye, Z. Wen, J. Chi, J. Zhang -- Institute of Computer Science and Technology, Peking University, China

  • LIMSI; KIT
    Paper: PLUMCOT at TRECVid Instance Search 2018 (.pdf)
    H. Bredin, B. Maurice, R. Yin, C. Guinaudeau, A. Behre, C. Barras -- LIMSI
    V. Sharma, S. Sarfraz -- KIT

  • Renmin University of China
    Paper: Renmin University of China and Zhejiang Gongshang University at TRECVID 2018: Deep Cross-Modal Embeddings for Video-Text Retrieval (.pdf)
    X. Li, C. Xu, J. Cao, G. Yang -- AI & Media Computing Lab, Renmin University of China, Beijing, China
    J. Dong, X. Wang -- School of Computer and Information Engineering, Zhejiang Gongshang University, Hangzhou, China

    Slides: Word2VisualVec++ for Ad-hoc Video Search (.pdf)

    Slides: Dense Encoding for Video-to-Text Matching (.pdf)

  • Southeast University Computer Graphics Lab
    Paper: DT-3DResNet-LSTM: An Architecture for Temporal Activity Recognition in Videos (.pdf)
    L. Yao, Y. Qian -- School of Computer Science and Engineering, Southeast University, Nanjing, China

  • University of California, Riverside
    Paper: UCR-VCG @ TRECVID 2018: VIDEO TO TEXT RETRIEVAL (.pdf)
    N. C. Mithun, A. K. Roy-Chowdhury -- Department of Electrical and Computer Engineering, University of California, Riverside, USA

  • University of South Florida
    Paper: Fine-grained Action Detection in Long Surveillance Videos (.pdf)
    S. Aakur, D. Sawyer, M. Balazia, S. Sarkar -- University of South Florida, USA

  • University of Technology, Sydney
    Paper: Activities in Extended Video (.pdf)
    F. Ma, P. Li, L. Zhu, X. Dong, Y. Liu, Y. Yang -- UTS-CETC

  • Centre for Artificial Intelligence, University of Technology Sydney
    Paper: UTS_CETC_D2DCRC Submission at the TRECVID 2018 Video to Text Description Task (.pdf)
    G. Li, Y. Wang -- University of Technology Sydney, Australia
    Z. Wang -- Information Science Academy, CETC, CHINA

  • University of Technology Sydney
    Paper: UTS_CAI submission at TRECVID 2018 Ad-hoc Video Search Task (.pdf)
    F. Zhu, X. Wang, L. Zhu, X. Dong, Y. Yang -- University of Technology Sydney, Australia

  • University of Maryland College Park
    Slides: Spatio-Temporal Action Detection in Untrimmed Videos (.pdf)

  • Tokyo Institute of Technology, National Institute of Advanced Industrial Science and Technology, Nanyang Technological University
    Paper: VANT at TRECVID 2018 (.pdf)
    N. Inoue, C. Shiraishi, A. Drozd, K. Shinoda -- Tokyo Institute of Technology, Japan

    Poster: VANT at TRECVID 2018 - Activity Detection in Extended Video using Action Tubelets (.pdf)

  • Waseda University; Meisei University
    Paper: Waseda_Meisei at TRECVID 2018: Ad-hoc Video Search (.pdf)
    K. Ueki, Y. Nakagome, K. Hirakawa, K. Kikuchi, Y. Hayashi, T. Ogawa, T. Kobayashi -- Faculty of Science and Engineering, Waseda University, Japan

    Poster: Waseda_Meisei at TRECVID 2018:Fully-automatic Ad-hoc Video Search (.pdf)

  • National Engineering Research Center for Multimedia Software, Wuhan University
    Paper: WHU-NERCMS at TRECVID2018: Instance Search Task (.pdf)
    D. Xu, L. Jiang, X. Chai, J. Chen, H. Fang, L. Jiao, J. Li, S. Lu, C. Liang -- National Engineering Research Center for Multimedia Software, School of Computer, Wuhan University, China

    Slides: WHU_NERCMS at TRECVID2018: INS (.pdf)


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