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[1]曾庆喜,彭 辉.基于ResNeXt-GRU和聚类采样的人体行为识别[J].成都信息工程大学学报,2022,37(01):40-45.[doi:10.16836/j.cnki.jcuit.2022.01.007]
 ZENG Qingxi,PENG Hui.Human Behavior Recognition based on ResNeXt-GRU and Cluster Sampling[J].Journal of Chengdu University of Information Technology,2022,37(01):40-45.[doi:10.16836/j.cnki.jcuit.2022.01.007]
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基于ResNeXt-GRU和聚类采样的人体行为识别

参考文献/References:

[1] 凌佩佩,邱崧,蔡茗名,等.结合特权信息的人体动作识别[J].中国图象图形学报,2017,22(4):482-491.
[2] Simonyan K,Zisserman A.Two-stream convolutional networks for action recognition in videos[J].arXiv preprint arXiv:2014,1406:2199.
[3] Wang L,Xiong Y,Wang Z,et al.Temporal segment networks:Towards good practices for deep action recognition[C].European conference on computer vision.Springer,Cham,2016:20-36.
[4] Tran D,Bourdev L,Fergus R,et al.Learning spatiotemporal features with 3d convolutional networks[C].Proceedings of the IEEE international conference on computer vision.2015:4489-4497.
[5] Donahue J,Anne Hendricks L,Guadarrama S,et al.Long-term recurrent convolutional networks for visual recognition and description[C].Proceedings of the IEEE conference on computer vision and pattern recognition.2015:2625-2634.
[6] Zhao H,Jin X.Human action recognition based on improved fusion attention cnn and rnn[C].2020 5th International Conference on Computational Intelligence and Applications(ICCIA).IEEE,2020:108-112.
[7] WU X iru,XUE Ganggang.基于图像聚类的交通标志CNN快速识别算法[J].智能系统学报,2019,14(4):670-678.
[8] Hu H,Yang Y.A Combined GLQP and DBN-DRF for Face Recognition in Unconstrained Environments[C].2017 2nd International Conference on Control,Automation and Artificial Intelligence(CAAI 2017).Atlantis Press,2017:553-557.
[9] Xie S,Girshick R,Dollár P,et al.Aggregated residual transformations for deep neural networks[C].Proceedings of the IEEE conference on computer vision and pattern recognition.2017:1492-1500.
[10] He K,Zhang X,Ren S,et al.Deep residual learning for image recognition[C].Proceedings of the IEEE conference on computer vision and pattern recognition.2016:770-778.
[11] Cho K,Van Merriënboer B,Gulcehre C,et al.Learning phrase representations using RNN encoder-decoder for statistical machine translation[J].arXiv preprint arXiv:2014,1406:1078.
[12] Wang H,Schmid C.Action recognition with improved trajectories[C].Proceedings of the IEEE international conference on computer vision.2013:3551-3558.
[13] Qiu Z,Yao T,Mei T.Learning spatio-temporal representation with pseudo-3d residual networks[C].proceedings of the IEEE International Conference on Computer Vision.2017:5533-5541.
[14] Tran D,Ray J,Shou Z,et al.Convnet architecture search for spatiotemporal feature learning[J].arXiv preprint arXiv:2017,5038:1708.
[15] 蒋圣南,陈恩庆,郑铭耀,等.基于ResNeXt的人体动作识别[J].图学学报,2020,041(002):277-282.
[16] 陈颖,来兴雪,周志全,等.基于3D双流卷积神经网络和GRU网络的人体行为识别[J].计算机应用与软件,2020,37(5):164-168,218.

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备注/Memo

收稿日期:2021-08-29
基金项目:四川省科技计划资助项目(2019YJ0356)

更新日期/Last Update: 2022-02-21