Deep Learning-Based Human Pose Estimation: A Survey

24 December 2020

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

49 / 249 papers shown

Title
Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs T. V. Marcard Bodo Rosenhahn Michael J. Black Gerard Pons-Moll 3DH 53 298 0 23 Mar 2017
Multi-Context Attention for Human Pose Estimation Xiao Chu Wei Yang Wanli Ouyang Cheng Ma Alan Yuille Xiaogang Wang 3DH 54 641 0 24 Feb 2017
Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections Ehsan Jahangiri Alan Yuille 3DH 45 90 0 08 Feb 2017
A Multi-view RGB-D Approach for Human Pose Estimation in Operating Rooms A. Kadkhodamohammadi A. Gangi M. de Mathelin N. Padoy 3DH 31 53 0 25 Jan 2017
Unite the People: Closing the Loop Between 3D and 2D Human Representations Christoph Lassner Javier Romero Martin Kiefel Federica Bogo Michael J. Black Peter V. Gehler 3DH 48 546 0 10 Jan 2017
MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior Xiaowei Zhou Menglong Zhu Georgios Pavlakos Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 118 211 0 09 Jan 2017
Towards Accurate Multi-person Pose Estimation in the Wild George Papandreou Tyler Lixuan Zhu Nori Kanazawa Alexander Toshev Jonathan Tompson C. Bregler Kevin Patrick Murphy 3DH 126 805 0 06 Jan 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 84 968 0 05 Jan 2017
3D Human Pose Estimation = 2D Pose Estimation + Matching Ching-Hang Chen Deva Ramanan 3DH 64 531 0 20 Dec 2016
Panoptic Studio: A Massively Multiview System for Social Interaction Capture Hanbyul Joo Tomas Simon Xulong Li Hao Liu Lei Tan ... Bart C. Nabbe I. Matthews T. Kanade S. Nobuhara Yaser Sheikh 111 379 0 09 Dec 2016
ArtTrack: Articulated Multi-person Tracking in the Wild Eldar Insafutdinov Mykhaylo Andriluka L. Pishchulin Siyu Tang Evgeny Levinkov Bjoern Andres Bernt Schiele VOT 46 265 0 05 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 397 14,191 0 02 Dec 2016
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 105 1,584 0 01 Dec 2016
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 79 1,071 0 29 Nov 2016
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 77 391 0 28 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 136 6,511 0 24 Nov 2016
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 85 883 0 23 Nov 2016
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Alejandro Newell Zhiao Huang Jia Deng 75 920 0 16 Nov 2016
Deep Kinematic Pose Regression Xingyi Zhou Xiao Sun Wei Zhang Shuang Liang Yichen Wei 3DH 56 264 0 17 Sep 2016
Human pose estimation via Convolutional Part Heatmap Regression Adrian Bulat Georgios Tzimiropoulos 3DH 89 517 0 06 Sep 2016
Multi-Person Pose Estimation with Local Joint-to-Person Associations Umar Iqbal Juergen Gall 3DH 75 148 0 30 Aug 2016
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Federica Bogo Angjoo Kanazawa Christoph Lassner Peter V. Gehler Javier Romero Michael J. Black 3DH 87 1,578 0 27 Jul 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 310 37,704 0 20 May 2016
Structured Prediction of 3D Human Pose with Deep Neural Networks Bugra Tekin Isinsu Katircioglu Mathieu Salzmann Vincent Lepetit Pascal Fua 3DH 65 272 0 17 May 2016
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model Eldar Insafutdinov L. Pishchulin Bjoern Andres Mykhaylo Andriluka Bernt Schiele 3DH 57 1,112 0 10 May 2016
Recurrent Human Pose Estimation Vasileios Belagiannis Andrew Zisserman 3DH 36 311 0 10 May 2016
Chained Predictions Using Convolutional Neural Networks Georgia Gkioxari Alexander Toshev Navdeep Jaitly BDL 50 190 0 08 May 2016
Structured Feature Learning for Pose Estimation Xiao Chu Wanli Ouyang Hongsheng Li Xiaogang Wang 3DH 40 254 0 30 Mar 2016
Human Pose Estimation using Deep Consensus Voting Ita Lifshitz Ethan Fetaya S. Ullman 3DH 48 158 0 27 Mar 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 91 5,017 0 22 Mar 2016
Convolutional Pose Machines S. Wei V. Ramakrishna T. Kanade Yaser Sheikh 3DV SSL 84 2,739 0 30 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video Xiaowei Zhou Menglong Zhu Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 57 423 0 30 Nov 2015
Direct Prediction of 3D Body Poses from Motion Compensated Sequences Bugra Tekin Artem Rozantsev Vincent Lepetit Pascal Fua 3DH 47 206 0 20 Nov 2015
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 36 975 0 20 Nov 2015
Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation Sijin Li Weichen Zhang Antoni B. Chan 3DH 59 224 0 27 Aug 2015
Human Pose Estimation with Iterative Error Feedback João Carreira Pulkit Agrawal Katerina Fragkiadaki Jitendra Malik 3DH 77 750 0 23 Jul 2015
Flowing ConvNets for Human Pose Estimation in Videos Tomas Pfister James Charles Andrew Zisserman 3DH 57 558 0 09 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 408 61,900 0 04 Jun 2015
Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation Xiaochuan Fan Kang Zheng Yuewei Lin Song Wang 3DH 67 216 0 27 Apr 2015
Parsing Occluded People by Flexible Compositions Xianjie Chen Alan Yuille 47 77 0 04 Dec 2014
Efficient Object Localization Using Convolutional Networks Jonathan Tompson Ross Goroshin Arjun Jain Yann LeCun C. Bregler 3DH 120 1,350 0 16 Nov 2014
MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation Arjun Jain Jonathan Tompson Yann LeCun C. Bregler 3DH 53 171 0 28 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 299 43,511 0 17 Sep 2014
Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations Xianjie Chen Alan Yuille 3DH 52 511 0 12 Jul 2014
Heterogeneous Multi-task Learning for Human Pose Estimation with Deep Convolutional Neural Network Sijin Li Zhi-Qiang Liu Antoni B. Chan 3DH 85 236 0 13 Jun 2014
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation Jonathan Tompson Arjun Jain Yann LeCun C. Bregler 3DH 116 1,536 0 11 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 244 43,290 0 01 May 2014
DeepPose: Human Pose Estimation via Deep Neural Networks Alexander Toshev Christian Szegedy 3DH 117 2,762 0 17 Dec 2013