Concepedia

Unsupervised Action Recognition

Unsupervised Action Recognition is a subfield of action recognition in computer vision that identifies human actions in video sequences without relying on labeled training data, distinguishing itself by leveraging unsupervised learning techniques to discover and categorize action patterns directly from raw or unannotated video inputs.

138

Publications

7.9K

Citations

474

Authors

186

Institutions

Publications per year

2017–2026

76

Parents

Publications

138

Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis

Quoc V. Le, Will Y. Zou, Serena Yeung et al. · 2011 · 983 citations

, , +14

Slow Feature Analysis for Human Action Recognition

Zhang Zhang, Dacheng Tao · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 308 citations

, , +17

Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition

Haocong Rao, Shihao Xu, Xiping Hu et al. · Information Sciences · 2021 · 229 citations · Full text

, , +7

3D Human Action Representation Learning via Cross-View Consistency Pursuit

Linguo Li, Minsi Wang, Bingbing Ni et al. · 2021 · 216 citations

, , +14

PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

Kun Su, Xiulong Liu, Eli Shlizerman · 2020 · 211 citations

, , +16

1–5 of 138

Authors

474

  1. BH
    Bin Hu

    Lanzhou University, China

    4 publications · 319 citations

    4

    h-index

  2. SX
    Shihao Xu

    Chinese Academy of Sciences, China

    4 publications · 319 citations

    4

    h-index

  3. XH
    Xiping Hu

    Lanzhou University, China

    4 publications · 319 citations

    4

    h-index

  4. HR
    Haocong Rao

    Lanzhou University, China

    4 publications · 319 citations

    4

    h-index

  5. SS
    Silvio Savarese

    Stanford University, United States

    4 publications · 366 citations

    4

    h-index

1–5 of 474

Institutions

186

  1. Stanford University

    Stanford, United States

    6 h-index

    23 publications

    4.8K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    13 publications

    412 citations

  3. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    14 publications

    1.3K citations

  4. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    4 h-index

    14 publications

    596 citations

  5. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    9 publications

    592 citations

  6. Tsinghua University

    Beijing, China

    4 h-index

    14 publications

    663 citations

  7. The University of Tokyo

    Tokyo, Japan

    4 h-index

    11 publications

    339 citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    4 h-index

    17 publications

    1.7K citations

1–8 of 186

Venues

  1. arXiv (Cornell University)

    Repository · 16 publications · 441 citations

    13

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 5 publications · 406 citations

    5

    h-index

  3. IEEE Transactions on Multimedia

    4 publications · 178 citations

    4

    h-index

  4. IEEE Transactions on Image Processing

    2 publications · 111 citations

    2

    h-index

  5. 2

    h-index

1–5