Local motion feature extraction and spatiotemporal attention mechanism for action recognition

Author:

Song XiaogangORCID,Zhang Dongdong,Liang Li,He Min,Hei Xinhong

Funder

National Key R&D Program of China

Publisher

Springer Science and Business Media LLC

Subject

Computer Graphics and Computer-Aided Design,Computer Vision and Pattern Recognition,Software

Reference44 articles.

1. Imen, J., Anouar, B.K., Ihsen, A., Mohamed, A.M.: Vision-based human action recognition: an overview and real world challenges. Forens. Sci. Int. Digit. Investig. 32, 200901 (2020)

2. Piergiovanni, A., Ryoo, M.S.: Representation flow for action recognition. In: 2019 IEEE Conference on Computer Vision and Pattern Recognition, pp. 9937–9945. IEEE (2019)

3. Bobick, A., Davis, J.: The recognition of human movement using temporal templates. IEEE Trans. Pattern Anal. Mach. Intell. 23(3), 257–267 (2001)

4. Laptev, I.: On space-time interest points. Int. J. Comput. Vision 64, 107–123 (2005)

5. Fujiyoshi, H., Lipton, A.: Real-time human motion analysis by image skeletonization. In: Fourth IEEE Workshop on Applications of Computer Vision, pp. 15–21. IEEE (1998)

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