Unsupervised 3D Pose Estimation with Geometric Self-Supervision

9 April 2019

Papers citing "Unsupervised 3D Pose Estimation with Geometric Self-Supervision"

37 / 37 papers shown

Title
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency C. K. Ingwersen Anders Bjorholm Dahl Rasmus Nylander J. N. Jensen Anders B. Dahl M. Hannemose 103 2 0 21 Nov 2023
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 219 30,089 0 01 Mar 2022
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses Chen Li Gim Hee Lee 3DH 76 31 0 13 Aug 2020
Learning to Generate Synthetic Data via Compositing Shashank Tripathi Siddhartha Chandra Amit Agrawal A. Tyagi James M. Rehg Visesh Chari 82 119 0 10 Apr 2019
OriNet: A Fully Convolutional Network for 3D Human Pose Estimation Chenxu Luo Xiao Chu Alan Yuille 3DH 60 78 0 12 Nov 2018
Can 3D Pose be Learned from 2D Projections Alone? D. Drover M. Rohith Ching-Hang Chen Amit Agrawal A. Tyagi C. P. Huynh 54 112 0 22 Aug 2018
DRPose3D: Depth Ranking in 3D Human Pose Estimation Min Wang Xipeng Chen Wentao Liu Chao Qian Liang Lin Lizhuang Ma 3DH 44 60 0 23 May 2018
3D Human Pose Estimation with Relational Networks Sungheon Park Nojun Kwak 3DH 57 31 0 23 May 2018
It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data M. R. Ronchi Oisin Mac Aodha R. Eng Pietro Perona 3DH 51 32 0 17 May 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation Helge Rhodin Mathieu Salzmann Pascal Fua 3DH SSL 46 235 0 03 Apr 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 70 373 0 26 Mar 2018
Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations Yasunori Kudo Keisuke Ogaki Yusuke Matsui Yuri Odagiri 3DH GAN 44 48 0 22 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 63 242 0 13 Mar 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 196 1,789 0 18 Dec 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 134 3,000 0 08 Nov 2017
Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image-to-Image Translation from Unpaired Supervision H. Tung Adam W. Harley William Seto Katerina Fragkiadaki GAN 54 156 0 31 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 222 3,796 0 19 May 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 96 1,313 0 08 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 63 322 0 30 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 83 570 0 08 Apr 2017
Compositional Human Pose Regression Xiao Sun Jiaxiang Shang Shuang Liang Yichen Wei 3DH 69 528 0 01 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 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 125 211 0 09 Jan 2017
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image Denis Tomè Chris Russell Lourdes Agapito 3DH 75 512 0 01 Jan 2017
3D Human Pose Estimation = 2D Pose Estimation + Matching Ching-Hang Chen Deva Ramanan 3DH 84 531 0 20 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 94 1,073 0 29 Nov 2016
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 85 390 0 28 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 147 6,528 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 93 884 0 23 Nov 2016
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information Sungheon Park Jihye Hwang Nojun Kwak 3DH 55 154 0 10 Aug 2016
Single Image 3D Interpreter Network Jiajun Wu Tianfan Xue Joseph J Lim Yuandong Tian J. Tenenbaum Antonio Torralba William T. Freeman 3DV 53 285 0 29 Apr 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 115 5,023 0 22 Mar 2016
Convolutional Pose Machines S. Wei V. Ramakrishna T. Kanade Yaser Sheikh 3DV SSL 92 2,743 0 30 Jan 2016
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video Xiaowei Zhou Menglong Zhu Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 60 423 0 30 Nov 2015
Direct Prediction of 3D Body Poses from Motion Compensated Sequences Bugra Tekin Artem Rozantsev Vincent Lepetit Pascal Fua 3DH 59 206 0 20 Nov 2015
A Dual-Source Approach for 3D Pose Estimation from a Single Image H. Yasin Umar Iqbal Björn Krüger A. Weber Juergen Gall 3DH 52 194 0 22 Sep 2015
Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation Sijin Li Weichen Zhang Antoni B. Chan 3DH 71 224 0 27 Aug 2015