Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos

22 December 2020

Papers citing "Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos"

31 / 31 papers shown

Title
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation Jianan Zhen Qi Fang Jiaming Sun Wentao Liu Wei Jiang Hujun Bao Xiaowei Zhou 3DH 147 96 0 26 Aug 2020
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation Jiefeng Li Can Wang Wentao Liu Chao Qian Cewu Lu 3DH 67 79 0 01 Aug 2020
HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization Jiahao Lin Gim Hee Lee 3DH 64 31 0 17 Jul 2020
MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation István Sárándi Timm Linder Kai O. Arras Bastian Leibe 3DH 46 81 0 12 Jul 2020
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation Jogendra Nath Kundu Siddharth Seth M. Rahul M. Rakesh Venkatesh Babu Radhakrishnan Anirban Chakraborty 3DH 99 51 0 24 Jun 2020
Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos U. Rafi Andreas Doering Bastian Leibe Juergen Gall 3DH 44 41 0 27 Apr 2020
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training Yu Cheng Bo Yang Bo Wang R. Tan 3DH 38 129 0 07 Apr 2020
PoseNet3D: Learning Temporally Consistent 3D Human Pose via Knowledge Distillation Shashank Tripathi Siddhant Ranade A. Tyagi Amit Agrawal 3DH 61 15 0 07 Mar 2020
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 54 920 0 11 Dec 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 76 983 0 27 Sep 2019
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation Yu Sun Yun Ye Wu Liu Wenpeng Gao Yili Fu Tao Mei 3DH 126 182 0 20 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
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 31 155 0 04 Jul 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
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
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 106 4,554 0 18 Dec 2018
Learning 3D Human Dynamics from Video Yang Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 46 515 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
Action-Agnostic Human Pose Forecasting Hsu-kuang Chiu Ehsan Adeli Borui Wang De-An Huang Juan Carlos Niebles 3DH 44 163 0 23 Oct 2018
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images Grégory Rogez Philippe Weinzaepfel Cordelia Schmid 3DH 53 288 0 01 Mar 2018
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
Exploiting temporal information for 3D pose estimation Mir Rayat Imtiaz Hossain James J. Little 3DH 43 309 0 23 Nov 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 403 15,066 0 07 Jun 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
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt 3DH 85 1,071 0 29 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 139 6,511 0 24 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 447 28,901 0 09 Sep 2016
Recurrent Human Pose Estimation Vasileios Belagiannis Andrew Zisserman 3DH 36 311 0 10 May 2016
Personalizing Human Video Pose Estimation James Charles Tomas Pfister D. Magee David C. Hogg Andrew Zisserman 57 92 0 20 Nov 2015