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
Graph Embedded Pose Clustering for Anomaly Detection Amir Markovitz Gilad Sharir Itamar Friedman Lihi Zelnik-Manor S. Avidan 3DH 38 167 0 26 Dec 2019
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 54 920 0 11 Dec 2019
DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image Fuyang Huang Ailing Zeng Minhao Liu Qiuxia Lai Qiang Xu 3DH 53 51 0 09 Dec 2019
15 Keypoints Is All You Need Michael Snower Asim Kadav Farley Lai H. Graf VOT 3DH 81 48 0 05 Dec 2019
View-Invariant Probabilistic Embedding for Human Pose Jennifer J. Sun Jiaping Zhao Liang-Chieh Chen Florian Schroff Hartwig Adam Ting Liu 36 77 0 02 Dec 2019
The Devil is in the Details: Delving into Unbiased Data Processing for Human Pose Estimation Junjie Huang Zheng Zhu Feng Guo Guan Huang Dalong Du 3DH 41 189 0 18 Nov 2019
DirectPose: Direct End-to-End Multi-Person Pose Estimation Zhi Tian Hao Chen Chunhua Shen 3DH 46 99 0 18 Nov 2019
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation Kun Zhou Xiaoguang Han Nianjuan Jiang Kui Jia Jiangbo Lu 3DH 51 112 0 26 Oct 2019
Distribution-Aware Coordinate Representation for Human Pose Estimation Feng Zhang Xiatian Zhu Hanbin Dai Mao Ye Ce Zhu 3DH 50 419 0 14 Oct 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 71 983 0 27 Sep 2019
Adversarial Attack on Skeleton-based Human Action Recognition Jian Liu Naveed Akhtar Ajmal Mian AAML 33 68 0 14 Sep 2019
Cross View Fusion for 3D Human Pose Estimation Haibo Qiu Chunyu Wang Jingdong Wang Naiyan Wang Wenjun Zeng 53 214 0 03 Sep 2019
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 48 673 0 27 Aug 2019
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image Fu Xiong Boshen Zhang Yang Xiao Zhiguo Cao Taidong Yu Qiufeng Wang Junsong Yuan 3DH 23 156 0 27 Aug 2019
Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images Junbang Liang Ming Lin 3DH 41 83 0 26 Aug 2019
Single-Stage Multi-Person Pose Machines Xuecheng Nie Jianfeng Zhang Shuicheng Yan Jiashi Feng 3DH 117 221 0 24 Aug 2019
Resolving 3D Human Pose Ambiguities with 3D Scene Constraints Mohamed Hassan Vasileios Choutas Dimitrios Tzionas Michael J. Black 3DH 46 293 0 20 Aug 2019
On the Robustness of Human Pose Estimation Sahil Shah Naman Jain Abhishek Sharma Arjun Jain AAML OOD 40 20 0 18 Aug 2019
Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation Rahul Mitra N. B. Gundavarapu Abhishek Sharma Arjun Jain 3DH 118 59 0 14 Aug 2019
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 141 321 0 26 Jul 2019
xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera Denis Tomè Patrick Peluse Lourdes Agapito H. Badino EgoV 73 111 0 23 Jul 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 29 155 0 04 Jul 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed A. Elgharib Pascal Fua Hans-Peter Seidel Helge Rhodin Gerard Pons-Moll Christian Theobalt 3DH 37 169 0 01 Jul 2019
Learning Temporal Pose Estimation from Sparsely-Labeled Videos Gedas Bertasius Christoph Feichtenhofer Du Tran Jianbo Shi Lorenzo Torresani 3DH 54 78 0 06 Jun 2019
Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts Jue Wang Shaoli Huang Xinchao Wang Dacheng Tao 3DH 32 59 0 20 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 131 1,253 0 13 May 2019
Exploiting temporal context for 3D human pose estimation in the wild Anurag Arnab Carl Doersch Andrew Zisserman 3DH 46 236 0 10 May 2019
Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information Kai Su Dongdong Yu Zhenqi Xu Xin Geng Changhu Wang 61 148 0 09 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 74 524 0 08 May 2019
Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation Hao Zhu Wei Ji Sen Wang Xun Cao Ruigang Yang 3DH 111 152 0 24 Apr 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 87 3,240 0 16 Apr 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 38 1,695 0 11 Apr 2019
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Chen Li Gim Hee Lee 3DH 30 204 0 11 Apr 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 65 199 0 09 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 77 506 0 06 Apr 2019
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations I. Habibie Weipeng Xu Dushyant Mehta Gerard Pons-Moll Christian Theobalt 3DH 39 138 0 05 Apr 2019
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 36 1,236 0 05 Apr 2019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Saurabh Sharma Pavan Teja Varigonda Prashast Bindal Abhishek Sharma Arjun Jain 3DH 50 153 0 02 Apr 2019
Dense Intrinsic Appearance Flow for Human Pose Transfer Yining Li Chen Huang Chen Change Loy 3DH 56 182 0 27 Mar 2019
Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation Xipeng Chen Kwan-Yee Lin Wentao Liu Chao Qian Xiaogang Wang Liang Lin 3DH 49 105 0 21 Mar 2019
PifPaf: Composite Fields for Human Pose Estimation S. Kreiss Lorenzo Bertoni Alexandre Alahi 3DH 56 423 0 15 Mar 2019
SimulCap : Single-View Human Performance Capture with Cloth Simulation Tao Yu Zerong Zheng Y. Zhong Jianhui Zhao Qionghai Dai Gerard Pons-Moll Yebin Liu 3DH 45 116 0 15 Mar 2019
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry Muhammed Kocabas Salih Karagoz Emre Akbas SSL 50 271 0 06 Mar 2019
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation Bastian Wandt Bodo Rosenhahn 3DH 59 236 0 26 Feb 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 99 4,024 0 25 Feb 2019
Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views Junting Dong W. Jiang Qi-Xing Huang Hujun Bao Xiaowei Zhou 3DH 48 183 0 14 Jan 2019
Human Pose Estimation with Spatial Contextual Information Hong Zhang Hao Ouyang Shu Liu Xiaojuan Qi Xiaoyong Shen Ruigang Yang Jiaya Jia 3DH 49 83 0 07 Jan 2019
Rethinking on Multi-Stage Networks for Human Pose Estimation Wenbo Li Zhicheng Wang Binyi Yin Qixiang Peng Yuming Du Tianzi Xiao Gang Yu Hongtao Lu Yichen Wei Jian Sun 3DH 58 243 0 01 Jan 2019
PoseFix: Model-agnostic General Human Pose Refinement Network Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 37 164 0 10 Dec 2018
Photo Wake-Up: 3D Character Animation from a Single Photo Chung-Yi Weng Brian L. Curless Ira Kemelmacher-Shlizerman 3DH 35 135 0 05 Dec 2018