Self-Supervised Representation Learning for Skeleton-Based Group Activity Recognition

Author:

Bian Cunling1,Feng Wei1,Wang Song2

Affiliation:

1. Tianjin University, Tianjin, China

2. University of South Carolina, Columbia, SC, USA

Funder

National Nature Science Foundation of China

Publisher

ACM

Reference50 articles.

1. Mohamed Rabie Amer , Peng Lei , and Sinisa Todorovic . 2014 . Hirf: Hierarchical random field for collective activity recognition in videos. In ECCV. Mohamed Rabie Amer, Peng Lei, and Sinisa Todorovic. 2014. Hirf: Hierarchical random field for collective activity recognition in videos. In ECCV.

2. Mohamed R Amer Dan Xie Mingtian Zhao Sinisa Todorovic and Song-Chun Zhu. 2012. Cost-sensitive top-down/bottom-up inference for multiscale activity recognition. In ECCV. Mohamed R Amer Dan Xie Mingtian Zhao Sinisa Todorovic and Song-Chun Zhu. 2012. Cost-sensitive top-down/bottom-up inference for multiscale activity recognition. In ECCV.

3. Timur Bagautdinov , Alexandre Alahi , Francc ois Fleuret , Pascal Fua, and Silvio Savarese. 2017 . Social scene understanding: End-to-end multi-person action localization and collective activity recognition. In CVPR. Timur Bagautdinov, Alexandre Alahi, Francc ois Fleuret, Pascal Fua, and Silvio Savarese. 2017. Social scene understanding: End-to-end multi-person action localization and collective activity recognition. In CVPR.

4. Ting Chen Simon Kornblith Mohammad Norouzi and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In ICML. Ting Chen Simon Kornblith Mohammad Norouzi and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In ICML.

5. Yuxin Chen Ziqi Zhang Chunfeng Yuan Bing Li Ying Deng and Weiming Hu. 2021. Channel-wise topology refinement graph convolution for skeleton-based action recognition. In ICCV. Yuxin Chen Ziqi Zhang Chunfeng Yuan Bing Li Ying Deng and Weiming Hu. 2021. Channel-wise topology refinement graph convolution for skeleton-based action recognition. In ICCV.

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