Global-aware Pyramid Network with Boundary Adjustment for Anchor-free Temporal Action Detection

Author:

Liang Zhuyuan1,Zhai Pengjun1,Zheng Dulei1,Fang Yu1

Affiliation:

1. Department of Computer Science and Technology, Tongji University, China

Funder

National Key Research and Development Program of China

Publisher

ACM

Reference25 articles.

1. Yi Liu Limin Wang Xiao Ma Yali Wang and Yu Qiao. 2021. FineAction: a fine-grained video dataset for temporal action localization. arXiv:2105.11107. Retrieved from https://arxiv.org/abs/2105.11107 Yi Liu Limin Wang Xiao Ma Yali Wang and Yu Qiao. 2021. FineAction: a fine-grained video dataset for temporal action localization. arXiv:2105.11107. Retrieved from https://arxiv.org/abs/2105.11107

2. Le Yang , Houwen Peng , Dingwen Zhang , Jianlong Fu and Junwei Han . 2020 . Revisiting anchor mechanisms for temporal action localization . In IEEE Transactions on Image Processing. IEEE 29, August 2020, 8535 - 8548 . https://doi.org/10.1109/TIP.2020.3016486 Le Yang, Houwen Peng, Dingwen Zhang, Jianlong Fu and Junwei Han. 2020. Revisiting anchor mechanisms for temporal action localization. In IEEE Transactions on Image Processing. IEEE 29, August 2020, 8535-8548. https://doi.org/10.1109/TIP.2020.3016486

3. Shuming Liu , Xu Zhao , Haisheng Su , Zhilan Hu . 2020 . TSI: temporal scale invariant network for action proposal generation . In Proceedings of the Asian Conference on Computer Vision (ACCV’20) . Springer 12626, Online, 530–546. https://doi.org/10.1007/978-3-030-69541-5_32 Shuming Liu, Xu Zhao, Haisheng Su, Zhilan Hu. 2020. TSI: temporal scale invariant network for action proposal generation. In Proceedings of the Asian Conference on Computer Vision (ACCV’20). Springer 12626, Online, 530–546. https://doi.org/10.1007/978-3-030-69541-5_32

4. Chuming Lin , Chengming Xu , Donghao Luo , Yabiao Wang , Ying Tai , Chengjie Wang , Jilin Li , Feiyue Huang , Yanwei Fu . 2021 . Learning salient boundary feature for anchor-free temporal action localization . In Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR’21) . IEEE, Online , 3320 - 3329 . https://doi.org/10.1109/CVPR46437.2021.00333 Chuming Lin, Chengming Xu, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu. 2021. Learning salient boundary feature for anchor-free temporal action localization. In Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR’21). IEEE, Online, 3320-3329. https://doi.org/10.1109/CVPR46437.2021.00333

5. Ranyu Ning , Can Zhang , Yuexian Zou . 2021 . SRF-Net: selective receptive field network for anchor-free temporal action detection . In Proceedings of the 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’21) . IEEE, Toronto, ON , 2460 - 2464 . https://doi.org/10.1109/ICASSP39728.2021.9414253 Ranyu Ning, Can Zhang, Yuexian Zou. 2021. SRF-Net: selective receptive field network for anchor-free temporal action detection. In Proceedings of the 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’21). IEEE, Toronto, ON, 2460-2464. https://doi.org/10.1109/ICASSP39728.2021.9414253

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