Deep Learning-Based Human Pose Estimation: A Survey

24 December 2020

Papers citing "Deep Learning-Based Human Pose Estimation: A Survey"

50 / 249 papers shown

Title
Monocular Total Capture: Posing Face, Body, and Hands in the Wild Donglai Xiang Hanbyul Joo Yaser Sheikh CVBM 3DH 64 325 0 04 Dec 2018
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark Jiefeng Li Can Wang Hao Zhu Yihuan Mao Haoshu Fang Cewu Lu 35 505 0 02 Dec 2018
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 34 1,006 0 28 Nov 2018
Fast Human Pose Estimation Feng Zhang Xiatian Zhu Mao Ye 3DH 50 237 0 13 Nov 2018
ActionXPose: A Novel 2D Multi-view Pose-based Algorithm for Real-time Human Action Recognition Federico Angelini Zeyu Fu Yang Long Ling Shao S. M. Naqvi 18 21 0 29 Oct 2018
Multi-Domain Pose Network for Multi-Person Pose Estimation and Tracking Hengkai Guo Tang Tang Guozhong Luo Riwei Chen Yongchen Lu Linfu Wen 3DH 33 36 0 19 Oct 2018
Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time Yinghao Huang Manuel Kaufmann Emre Aksan Michael J. Black Otmar Hilliges Gerard Pons-Moll 3DH 50 175 0 10 Oct 2018
Can 3D Pose be Learned from 2D Projections Alone? D. Drover M. Rohith Ching-Hang Chen Amit Agrawal A. Tyagi C. P. Huynh 49 112 0 22 Aug 2018
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Mohamed Omran Christoph Lassner Gerard Pons-Moll Peter V. Gehler Bernt Schiele 3DH 67 503 0 17 Aug 2018
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network Muhammed Kocabas Salih Karagoz Emre Akbas 3DH CVBM 44 252 0 11 Jul 2018
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation Xi Peng Zhiqiang Tang Fei Yang Rogerio Feris Dimitris N. Metaxas 49 205 0 24 May 2018
DRPose3D: Depth Ranking in 3D Human Pose Estimation Min Wang Xipeng Chen Wentao Liu Chao Qian Liang Lin Lizhuang Ma 3DH 39 59 0 23 May 2018
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 42 359 0 10 May 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 77 605 0 10 May 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 249 681 0 30 Apr 2018
A generalizable approach for multi-view 3D human pose regression A. Kadkhodamohammadi N. Padoy 3DH 41 77 0 27 Apr 2018
Learning to Refine Human Pose Estimation Mihai Fieraru Anna Khoreva L. Pishchulin Bernt Schiele 3DH 106 93 0 21 Apr 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 109 1,778 0 17 Apr 2018
DoubleFusion: Real-time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor Tao Yu Zerong Zheng Kaiwen Guo Jianhui Zhao Qionghai Dai Hao Li Gerard Pons-Moll Yebin Liu 3DH 143 273 0 17 Apr 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation Helge Rhodin Mathieu Salzmann Pascal Fua 3DH SSL 38 235 0 03 Apr 2018
Multi-Scale Structure-Aware Network for Human Pose Estimation Lipeng Ke Ming-Ching Chang H. Qi Siwei Lyu 3DH 46 271 0 27 Mar 2018
3D Human Pose Estimation in the Wild by Adversarial Learning Wei Yang Wanli Ouyang Xinyu Wang Jimmy S. J. Ren Hongsheng Li Xiaogang Wang 3DH 68 373 0 26 Mar 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model George Papandreou Tyler Lixuan Zhu Liang-Chieh Chen Spyros Gidaris Jonathan Tompson Kevin Patrick Murphy 40 545 0 22 Mar 2018
Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera Weipeng Xu Avishek Chatterjee Michael Zollhoefer Helge Rhodin Pascal Fua Hans-Peter Seidel Christian Theobalt 30 150 0 15 Mar 2018
Learning Monocular 3D Human Pose Estimation from Multi-view Images Helge Rhodin Jorg Sporri Isinsu Katircioglu Victor Constantin Frédéric Meyer Erich Müller Mathieu Salzmann Pascal Fua 3DH 58 241 0 13 Mar 2018
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images Grégory Rogez Philippe Weinzaepfel Cordelia Schmid 3DH 50 288 0 01 Mar 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 103 484 0 26 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 202 4,124 0 23 Jan 2018
Numerical Coordinate Regression with Convolutional Neural Networks Aiden Nibali Zhen He Stuart Morgan L. Prendergast 3DPC 64 212 0 23 Jan 2018
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies Hanbyul Joo Tomas Simon Yaser Sheikh 3DH 75 518 0 05 Jan 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 176 1,785 0 18 Dec 2017
LSTM Pose Machines Yue Luo Jimmy S. J. Ren Zhouxia Wang Wenxiu Sun Jin-shan Pan Jianbo Liu Jiahao Pang Liang Lin 58 119 0 18 Dec 2017
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons-Moll Christian Theobalt 3DH 101 396 0 09 Dec 2017
Self-supervised Learning of Motion Capture H. Tung Hsiao-Wei Tung Ersin Yumer Katerina Fragkiadaki 3DH 79 321 0 04 Dec 2017
Exploiting temporal information for 3D pose estimation Mir Rayat Imtiaz Hossain James J. Little 3DH 43 309 0 23 Nov 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 112 1,423 0 20 Nov 2017
AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding Jiahong Wu He Zheng Bo Zhao Yixin Li Baoming Yan ... Shipei Zhou G. Lin Yanwei Fu Yizhou Wang Yonggang Wang VLM 61 150 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 83 454 0 27 Oct 2017
Human Pose Regression by Combining Indirect Part Detection and Contextual Information D. Luvizon Hedi Tabia David Picard 3DH 68 236 0 06 Oct 2017
Learning Feature Pyramids for Human Pose Estimation Wei Yang Shuang Li Wanli Ouyang Hongsheng Li Xiaogang Wang 3DH 59 491 0 03 Aug 2017
Self Adversarial Training for Human Pose Estimation Chia-Jung Chou Jui-Ting Chien Hwann-Tzong Chen GAN 165 161 0 08 Jul 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 93 2,817 0 15 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 435 129,831 0 12 Jun 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 256 11,000 0 07 Jun 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 79 1,312 0 08 May 2017
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera Dushyant Mehta Srinath Sridhar Oleksandr Sotnychenko Helge Rhodin Mohammad Shafiei Hans-Peter Seidel Weipeng Xu Dan Casas Christian Theobalt 3DH 53 815 0 03 May 2017
Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation Yushen Chen Chunhua Shen Xiu-Shen Wei Lingqiao Liu Jian Yang GAN 60 322 0 30 Apr 2017
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 41 192 0 16 Apr 2017
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach Xingyi Zhou Qi-Xing Huang Xiao Sun Xiangyang Xue Yichen Wei 3DH 77 570 0 08 Apr 2017
Compositional Human Pose Regression Xiao Sun Jiaxiang Shang Shuang Liang Yichen Wei 3DH 61 527 0 01 Apr 2017