[1] Wang H, Schmid C. Action recognition with improved trajectories[C]∥2013 IEEE International Conference on Computer Vision, December 1-8, 2013, Sydney, NSW, Australia., 3551-3558(2013).
[5] Hu J F, Zheng W S, Lai J H et al. Jointly learning heterogeneous features for RGB-D activity recognition[C]∥2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 7-12, 2015, Boston, MA, USA., 5344-5352(2015).
[7] Chéron G, Laptev I. Cordelia. P-, 3218-3226(2015).
[8] Baradel F, Wolf C. -08-07)[2019-12-18]. https: ∥arxiv., org/abs/1703, 10106(2017).
[9] ChoutasV, WeinzaepfelP, RevaudJ, et al.PoTion: pose MoTion representation for action recognition[C]∥2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 18-23, 2018, Salt Lake City, UT, USA. New York: IEEE Press, 2018: 7024- 7033.
[10] Luvizon D C, Picard D, Tabia H. 2D/3D pose estimation and action recognition using multitask deep learning[C]∥2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 18-23, 2018, Salt Lake City, UT, USA., 5137-5146(2018).
[12] Luvizon D C, Tabia H, action recognition[EB/OL]. -12-15)[2019-12-18]. https: ∥arxiv., org/abs/1912, 08077(2019).
[13] Cai Z, Neher H, Vats K, Optical Flows[EB/OL] et al. -12-22)[2019-12-18]. https: ∥arxiv.org/pdf/1812.09533.pdf.(2018).
[14] Simonyan K. -04-10)[2019-12-18]. https: ∥arxiv., org/abs/1409, 1556(2015).
[15] Cao Z, Simon T, Wei S et al. Realtime multi-person 2D pose estimation using part affinity fields[C]∥2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA., 1302-1310(2017).
[16] Nie B X, Xiong C M, Zhu S C. Joint action recognition and pose estimation from video[C]∥2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 7-12, 2015, Boston, MA, USA., 1293-1301(2015).
[17] ZhangW, ZhuM, Derpanis KG. From actemes to action: a strongly-supervised representation for detailed action understanding[C]∥Proceedings of the IEEE International Conference on Computer Vision, December 1-8, 2013, Sydney, NSW, Australia. New York: IEEE Press, 2013: 2248- 2255.
[18] Cao C, Zhang Y, Zhang C et al. Action recognition with joints-pooled 3D deep convolutional descriptors. [C]∥ Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence. New York: ACM, 3324-3330(2016).
[19] Iqbal U, Garbade M, Gall J. Pose for action-action for pose[C]∥2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), May 30 - June 3, 2017, Washington, DC, USA., 438-445(2017).
[20] Khalid M U, Yu J. Multi-modal three-stream network for action recognition[C]∥2018 24th International Conference on Pattern Recognition (ICPR), August 20-24, 2018, Beijing, China., 3210-3215(2018).
[21] Du WB, Wang YL, QiaoY. RPAN: an end-to-end recurrent pose-attention network for action recognition in videos[C]∥2017 IEEE International Conference on Computer Vision (ICCV), October 22-29, 2017, Venice, Italy. New York: IEEE Press, 2017: 3745- 3754.
[22] Liu M Y, Meng F Y, Chen C et al. Joint dynamic pose image and space time reversal for human action recognition from videos. [C]∥Proceedings of the AAAI Conference on Artificial Intelligence, Reston, VA: AIAA, 33, 8762-8769(2019).
[23] Peng X, Schmid C. Multi-region two-stream R-CNN for action detection. [C]∥European Conference on Computer Vision. Cham: Springer, 744-759(2016).
[24] McNally W, Wong A, McPhee J. STAR-, 49-56(2019).
[25] Javidani A. -02-19) [2019-12-18]. https: ∥arxiv., org/abs/1802, 06724(2018).
[26] Song S J, Lan C L, Xing J L et al. -11-18)[2019-12-18]. https: ∥arxiv., org/abs/1611, 06067(2016).
[27] Zhang P F, Lan C L, Xing J L et al[J]. View adaptive recurrent neural networks for high performance human action recognition from skeleton data 2017 IEEE International Conference on Computer Vision (ICCV), October 22-29, 2017, Venice, Ital, 2136-2145(2017).
[28] Yan S J, Xiong Y J. -01-23)[2019-12-18]. https: ∥arxiv., org/abs/1801, 07455(2018).
[29] Li C, Zhong Q Y, Xie D et al. Skeleton-based action recognition with convolutional neural networks[C]∥2017 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), July 10-14, 2017, Hong Kong, China., 597-600(2017).
[31] Li C, Zhong Q Y, Xie D, detection with hierarchical aggregation[EB/OL] et al. -04-17)[2019-12-18]. https: ∥arxiv., org/abs/1804, 06055(2018).
[32] Si C Y, Jing Y, Wang W et al. Skeleton-based action recognition with spatial reasoning and temporal stack learning network[J]. Pattern Recognition, 107, 107511(2020).