A Lightweight Multidimensional Self-attention Network for Fine-Grained Action Recognition

Author:

Liu Hao,Liu Shenglan,Feng Lin,Hu Lianyu,Li Xiang,Fu Heyu

Publisher

Springer International Publishing

Reference25 articles.

1. Shao, D., Zhao, Y., Dai, B., Lin, D.: Finegym: a hierarchical video dataset for fine-grained action understanding. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 2616–2625 (2020)

2. Soomro, K., Zamir, A.R., Shah, M.: Ucf101: a dataset of 101 human actions classes from videos in the wild. arXiv preprint arXiv:1212.0402 (2012)

3. Wang, Y., Wang, S., Tang, J., O’Hare, N., Chang, Y., Li, B.: Hierarchical attention network for action recognition in videos. arXiv preprint arXiv:1607.06416 (2016)

4. Zhang, C., Zou, Y., Chen, G., Gan, L.: Pan: towards fast action recognition via learning persistence of appearance. arXiv preprint arXiv:2008.03462 (2020)

5. Sharma, S., Kiros, R., Salakhutdinov, R.: Action recognition using visual attention. arXiv preprint arXiv:1511.04119 (2015)

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