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Skeleton-based human action recognition has recently drawn increasing attentions with the availability of large-scale skeleton datasets.
Essential body-joint and atomic action detection for human activity recognition using longest common subsequence algorithm
Sou Young Jin and Ho Jin Choi · 2012
Earlier work this paper cites.
View invariant human action recognition using histograms of 3d joints
L. Xia, C. C. Chen, and J. K. Aggarwal · 2012
Earlier work this paper cites.
Two-person interaction detection using body-pose features and multiple instance learning
Kiwon Yun, Jean Honorio, Debaleena Chattopadhyay, Tamara L. Berg, and Dimitris Samaras · 2012
Earlier work this paper cites.
Human action recognition using a temporal hierarchy of covariance descriptors on 3d joint locations
Mohamed E. Hussein, Marwan Torki, Mohammad A. Gowayyed, and Motaz El-Saban · 2013
Earlier work this paper cites.
Rich feature hierarchies for accurate object detection and semantic segmentation
Ross B Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik · 2014
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Interactive body part contrast mining for human interaction recognition
Yanli Ji, Guo Ye, and Hong Cheng · 2014
Earlier work this paper cites.
Two-stream convolutional networks for action recognition in videos
Karen Simonyan and Andrew Zisserman · 2014
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Learning actionlet ensemble for 3d human action recognition
Jiang Wang, Zicheng Liu, Ying Wu, and Junsong Yuan · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Lei Ba · 2015
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Faster R-CNN: towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
Cited alongside, same era.
Convolutional, long short-term memory, fully connected deep neural networks
T. N. Sainath, O. Vinyals, A. Senior, and H. Sak · 2015
Cited alongside, same era.
Skeleton based action recognition with convolutional neural network
Yong Du, Yun Fu, and Liang Wang · 2016
Cited alongside, same era.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Cited alongside, same era.
Online human action detection using joint classification-regression recurrent neural networks
Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, and Jiaying Liu · 2016
Cited alongside, same era.
Spatio-temporal lstm with trust gates for 3d human action recognition
A New Representation of Skeleton Sequences for 3D Action Recognition
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Sohel, and Farid Boussaid · 2017
Later among the works it cites.
Skeleton boxes: Solving skeleton based action detection with a single deep convolutional neural network
Bo Li, Huahui Chen, Yucheng Chen, Yuchao Dai, and Mingyi He · 2017
Later among the works it cites.
Skeleton-based action recognition with convolutional neural networks
Chao Li, Qiaoyong Zhong, Di Xie, and Shiliang Pu · 2017
Later among the works it cites.
PKU-MMD: A large scale benchmark for continuous multi-modal human action understanding
Chunhui Liu, Yueyu Hu, Yanghao Li, Sijie Song, and Jiaying Liu · 2017
Later among the works it cites.
An end-to-end spatio-temporal attention model for human action recognition from skeleton data
Sijie Song, Cuiling Lan, Junliang Xing, Wenjun Zeng, and Jiaying Liu · 2017
Later among the works it cites.
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Jun Liu, Amir Shahroudy, Dong Xu, and Gang Wang · 2016
Cited alongside, same era.
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis
Amir Shahroudy, Jun Liu, Tian-Tsong Ng, and Gang Wang · 2016
Cited alongside, same era.
Co-occurrence feature learning for skeleton based action recognition using regularized deep lstm networks
Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, and Xiaohui Xie · 2016
Cited alongside, same era.
R-C3D: Region Convolutional 3D Network for Temporal Activity Detection
Huijuan Xu, Abir Das, and Kate Saenko · 2017
Later among the works it cites.
View adaptive recurrent neural networks for high performance human action recognition from skeleton data
Pengfei Zhang, Cuiling Lan, Junliang Xing, Wenjun Zeng, Jianru Xue, and Nanning Zheng · 2017
Later among the works it cites.
Cascade region proposal and global context for deep object detection
Qiaoyong Zhong, Chao Li, Yingying Zhang, Di Xie, Shicai Yang, and Shiliang Pu · 2017
Later among the works it cites.