Concepedia

Weakly Supervised Action Recognition

Weakly Supervised Action Recognition is a subfield of video action recognition that leverages incomplete, imprecise, or noisy supervision—such as video-level labels without precise temporal boundaries—during model training, distinguishing it from fully supervised approaches that require frame-level annotations.

221

Publications

13.3K

Citations

680

Authors

271

Institutions

Publications per year

2017–2026

180

Parents

Publications

221

The THUMOS challenge on action recognition for videos “in the wild”

Haroon Idrees, Amir Zamir, Yu–Gang Jiang et al. · Computer Vision and Image Understanding · 2016 · 589 citations · Full text

, , +15

UntrimmedNets for Weakly Supervised Action Recognition and Detection

Limin Wang, Yuanjun Xiong, Dahua Lin et al. · 2017 · 571 citations

, , +10

A survey on video-based Human Action Recognition: recent updates, datasets, challenges, and applications

Preksha Pareek, Ankit Thakkar · Artificial Intelligence Review · 2020 · 441 citations

, , +14

Weakly Supervised Action Localization by Sparse Temporal Pooling Network

Phuc Nguyen, Bohyung Han, Ting Liu et al. · 2018 · 423 citations

, , +16

Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100

Dima Damen, Hazel Doughty, Giovanni Maria Farinella et al. · International Journal of Computer Vision · 2021 · 364 citations · Full text

, , +14

1–5 of 221

Authors

680

  1. IL
    Ivan Laptev

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

    7 publications · 1K citations

    7

    h-index

  2. CL
    Changsheng Li

    Chinese Academy of Sciences, China

    7 publications · 237 citations

    7

    h-index

  3. HS
    Haichao Shi

    Chinese Academy of Sciences, China

    7 publications · 237 citations

    7

    h-index

  4. NZ
    Nanning Zheng

    Xi'an Jiaotong University, China

    6 publications · 285 citations

    6

    h-index

  5. XZ
    Xiaoyu Zhang

    Chinese Academy of Sciences, China

    6 publications · 199 citations

    6

    h-index

1–5 of 680

Institutions

271

  1. Chinese Academy of Sciences

    Beijing, China

    20 h-index

    63 publications

    2.2K citations

  2. Institute of Automation

    Beijing, China

    13 h-index

    38 publications

    1.3K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    13 h-index

    24 publications

    1K citations

  4. Peng Cheng Laboratory

    Shenzhen, China

    9 h-index

    11 publications

    872 citations

  5. Xi'an Jiaotong University

    Xi'an, China

    8 h-index

    23 publications

    1.1K citations

  6. Beijing Institute of Technology

    Beijing, China

    8 h-index

    11 publications

    317 citations

  7. Peking University

    Beijing, China

    8 h-index

    22 publications

    2.3K citations

  8. Beijing Academy of Artificial Intelligence

    Beijing, China

    7 h-index

    11 publications

    434 citations

1–8 of 271

Venues

  1. arXiv (Cornell University)

    Repository · 19 publications · 579 citations

    14

    h-index

  2. IEEE Transactions on Image Processing

    13 publications · 378 citations

    13

    h-index

  3. Pattern Recognition

    11 publications · 407 citations

    11

    h-index

  4. 10

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 477 citations

    9

    h-index

1–5