Skeleton-based Approaches based on Machine Vision: A Survey

23 December 2020

Jie Li

Papers citing "Skeleton-based Approaches based on Machine Vision: A Survey"

32 / 32 papers shown

Title
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 55 359 0 02 Jun 2020
Make Skeleton-based Action Recognition Model Smaller, Faster and Better Fan Yang S. Sakti Yang Wu Satoshi Nakamura 47 151 0 23 Jul 2019
Exploiting temporal context for 3D human pose estimation in the wild Anurag Arnab Carl Doersch Andrew Zisserman 3DH 69 236 0 10 May 2019
Unsupervised 3D Pose Estimation with Geometric Self-Supervision Ching-Hang Chen A. Tyagi Amit Agrawal D. Drover M. Rohith Stefan Stojanov James M. Rehg SSL 3DH 73 200 0 09 Apr 2019
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation Bastian Wandt Bodo Rosenhahn 3DH 69 236 0 26 Feb 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 136 4,062 0 25 Feb 2019
An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition Chenyang Si Wentao Chen Wei Wang Liang Wang Tieniu Tan 73 713 0 25 Feb 2019
Skeleton-based Action Recognition of People Handling Objects Sunoh Kim Kimin Yun Jongyoul Park J. Choi 38 38 0 21 Jan 2019
PoseFix: Model-agnostic General Human Pose Refinement Network Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 60 165 0 10 Dec 2018
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression Xiang Gao Wei Hu Jiaxiang Tang Jiaying Liu Zongming Guo 3DH GNN 81 23 0 29 Nov 2018
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 68 362 0 10 May 2018
Learning to Refine Human Pose Estimation Mihai Fieraru Anna Khoreva L. Pishchulin Bernt Schiele 3DH 116 94 0 21 Apr 2018
Synthesizing Images of Humans in Unseen Poses Guha Balakrishnan Amy Zhao Adrian Dalca F. Durand John Guttag GAN 3DH 60 314 0 20 Apr 2018
View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 78 415 0 20 Apr 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 165 484 0 26 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 241 4,179 0 23 Jan 2018
Deformable GANs for Pose-based Human Image Generation Aliaksandr Siarohin E. Sangineto Stéphane Lathuilière N. Sebe 3DH GAN 101 453 0 29 Dec 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 132 1,428 0 20 Nov 2017
Action-Attending Graphic Neural Network Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu Rongrong Ji Jian Yang 61 50 0 17 Nov 2017
PoseTrack: A Benchmark for Human Pose Estimation and Tracking Mykhaylo Andriluka Umar Iqbal Eldar Insafutdinov L. Pishchulin Anton Milan Juergen Gall Bernt Schiele 120 460 0 27 Oct 2017
Motion Feature Augmented Recurrent Neural Network for Skeleton-based Dynamic Hand Gesture Recognition Xinghao Chen Hengkai Guo Guijin Wang Li Zhang 164 81 0 10 Aug 2017
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates Jun Liu Amir Shahroudy Dong Xu Alex C. Kot G. Wang 65 455 0 26 Jun 2017
Investigation of Different Skeleton Features for CNN-based 3D Action Recognition Zewei Ding Pichao Wang P. Ogunbona W. Li 73 90 0 02 May 2017
Skeleton based action recognition using translation-scale invariant image mapping and multi-scale deep cnn Bo Li Mingyi He Xuelian Cheng Huahui Chen Yuchao Dai MedIm 90 238 0 19 Apr 2017
Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks Hongsong Wang Liang Wang 58 387 0 09 Apr 2017
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 160 571 0 24 Mar 2017
A New Representation of Skeleton Sequences for 3D Action Recognition Qiuhong Ke Bennamoun Senjian An Ferdous Sohel F. Boussaïd 3DH 150 792 0 09 Mar 2017
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 135 1,587 0 01 Dec 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 96 617 0 16 May 2016
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model Eldar Insafutdinov L. Pishchulin Bjoern Andres Mykhaylo Andriluka Bernt Schiele 3DH 77 1,112 0 10 May 2016
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation L. Pishchulin Eldar Insafutdinov Siyu Tang Bjoern Andres Mykhaylo Andriluka Peter V. Gehler Bernt Schiele 63 975 0 20 Nov 2015
Cross-view Action Modeling, Learning and Recognition Jiang Wang Xiaohan Nie Yin Xia Ying Nian Wu Song-Chun Zhu 73 528 0 12 May 2014