Concepedia

Motion Representation Learning

Motion Representation Learning is a methodological framework within action recognition that focuses on extracting and modeling temporal dynamics from video data to distinguish human actions by learning discriminative features that encode motion patterns across consecutive frames.

1.1K

Publications

102.2K

Citations

3.2K

Authors

876

Institutions

Publications per year

2017–2026

719

Parents

Publications

1.1K

SlowFast Networks for Video Recognition

Christoph Feichtenhofer, Haoqi Fan, Jitendra Malik et al. · 2019 · 3.6K citations

, , +15

Learning patterns of activity using real-time tracking

Chris Stauffer, W. Eric L. Grimson · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 3.2K citations

, , +16

Recognizing human actions: a local SVM approach

Christian Schüldt, Ivan Laptev, Barbara Caputo · Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. · 2004 · 3K citations

, , +16

Recognizing human actions: A local SVM approach

2004 · 2.9K citations

, , +16

A survey on vision-based human action recognition

Ronald Poppe · Image and Vision Computing · 2009 · 2.3K citations

, , +12

1–5 of 1.1K

Authors

3.2K

  1. WL
    Wanqing Li

    University of Wollongong, Australia

    13 publications · 1.9K citations

    13

    h-index

  2. PW
    Pichao Wang

    University of Wollongong, Australia

    12 publications · 1.9K citations

    12

    h-index

  3. CS
    Cordelia Schmid

    Institut national de recherche en sciences et technologies du numérique, France

    11 publications · 4.1K citations

    11

    h-index

  4. TK
    Taku Komura

    University of Edinburgh, United Kingdom

    11 publications · 1.4K citations

    11

    h-index

  5. LS
    Ling Shao

    Inception Institute of Artificial Intelligence, United Arab Emirates

    11 publications · 1.1K citations

    10

    h-index

1–5 of 3.2K

Institutions

876

  1. Chinese Academy of Sciences

    Beijing, China

    29 h-index

    111 publications

    17.3K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    24 h-index

    66 publications

    12.2K citations

  3. Peking University

    Beijing, China

    23 h-index

    60 publications

    5.7K citations

  4. Tsinghua University

    Beijing, China

    22 h-index

    61 publications

    4K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    21 h-index

    89 publications

    10.5K citations

  6. University of California, Berkeley

    Berkeley, United States

    21 h-index

    55 publications

    16.9K citations

  7. Google (United States)

    Mountain View, United States

    20 h-index

    68 publications

    5.7K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    19 h-index

    50 publications

    4.4K citations

1–8 of 876

Venues

  1. arXiv (Cornell University)

    Repository · 119 publications · 5K citations

    36

    h-index

  2. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 25 publications · 8.2K citations

    24

    h-index

  3. 22

    h-index

  4. ACM Transactions on Graphics

    TOG · 24 publications · 3K citations

    22

    h-index

  5. Pattern Recognition

    24 publications · 1.9K citations

    21

    h-index

1–5