Structured Prediction of 3D Human Pose with Deep Neural Networks

17 May 2016

Papers citing "Structured Prediction of 3D Human Pose with Deep Neural Networks"

44 / 94 papers shown

Title
Feature Boosting Network For 3D Pose Estimation Jun Liu Henghui Ding Amir Shahroudy Ling-yu Duan Xudong Jiang G. Wang Alex C. Kot 3DH 75 121 0 15 Jan 2019
A Spatial-temporal 3D Human Pose Reconstruction Framework Xuan Thanh Nguyen Thi Duyen Ngo T. Lê 3DH 36 4 0 08 Jan 2019
Walking on Thin Air: Environment-Free Physics-based Markerless Motion Capture M. Livne Leonid Sigal Marcus A. Brubaker David J. Fleet DiffM 30 5 0 04 Dec 2018
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 81 1,015 0 28 Nov 2018
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose Xiao Sun Chuankang Li Stephen Lin 3DH 62 6 0 17 Nov 2018
3D Human Body Reconstruction from a Single Image via Volumetric Regression Aaron S. Jackson Chris Manafas Georgios Tzimiropoulos 3DH 67 93 0 11 Sep 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 122 504 0 17 Aug 2018
Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture Denis Tomè M. Toso Lourdes Agapito Chris Russell 3DH 60 78 0 04 Aug 2018
Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling M. Trumble Andrew Gilbert A. Hilton John Collomosse 3DH 92 58 0 04 Jul 2018
FBI-Pose: Towards Bridging the Gap between 2D Images and 3D Human Poses using Forward-or-Backward Information Yulong Shi Xiaoguang Han Nianjuan Jiang Kun Zhou Kui Jia Jiangbo Lu 56 11 0 25 Jun 2018
3D Human Pose Estimation with Relational Networks Sungheon Park Nojun Kwak 3DH 79 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 61 32 0 17 May 2018
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 73 362 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 110 609 0 10 May 2018
A generalizable approach for multi-view 3D human pose regression A. Kadkhodamohammadi N. Padoy 3DH 82 78 0 27 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 105 373 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 80 48 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 76 151 0 15 Mar 2018
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images Grégory Rogez Philippe Weinzaepfel Cordelia Schmid 3DH 103 289 0 01 Mar 2018
Recovering Loss to Followup Information Using Denoising Autoencoders Lovedeep Gondara Ke Wang 46 19 0 12 Feb 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 149 404 0 09 Dec 2017
DeepSkeleton: Skeleton Map for 3D Human Pose Regression Qingfu Wan Wei Zhang Xiangyang Xue 3DH 110 9 0 29 Nov 2017
Exploiting temporal information for 3D pose estimation Mir Rayat Imtiaz Hossain James J. Little 3DH 80 310 0 23 Nov 2017
Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization Yu Chen Chunhua Shen Hao Chen Xiu-Shen Wei Lingqiao Liu Jian Yang GAN 114 42 0 01 Nov 2017
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation Haoshu Fang Yuanlu Xu Wenguan Wang Xiaobai Liu Song-Chun Zhu 3DH 82 22 0 17 Oct 2017
DeepPrior++: Improving Fast and Accurate 3D Hand Pose Estimation Markus Oberweger Vincent Lepetit HAI 86 239 0 28 Aug 2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization Huseyin Coskun F. Achilles R. DiPietro Nassir Navab Federico Tombari 85 166 0 06 Aug 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 107 1,320 0 08 May 2017
A Dual-Source Approach for 3D Human Pose Estimation from a Single Image Umar Iqbal Andreas Doering H. Yasin Björn Krüger A. Weber Juergen Gall 3DH 57 37 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 102 821 0 03 May 2017
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 64 192 0 16 Apr 2017
Forecasting Human Dynamics from Static Images Yu-Wei Chao Jimei Yang Brian L. Price Scott D. Cohen Jia Deng 3DH 75 108 0 11 Apr 2017
Learning Human Motion Models for Long-term Predictions Partha Ghosh Mingli Song Emre Aksan Otmar Hilliges 3DH 69 240 0 10 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 125 571 0 08 Apr 2017
Compositional Human Pose Regression Xiao Sun Jiaxiang Shang Shuang Liang Yichen Wei 3DH 137 532 0 01 Apr 2017
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation Chengde Wan Thomas Probst Luc Van Gool Angela Yao GAN 59 149 0 11 Feb 2017
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image Denis Tomè Chris Russell Lourdes Agapito 3DH 120 514 0 01 Jan 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 136 1,085 0 29 Nov 2016
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 116 392 0 28 Nov 2016
Straight to Shapes: Real-time Detection of Encoded Shapes Saumya Jetley Michael Sapienza Stuart Golodetz Philip Torr ObjD 138 50 0 23 Nov 2016
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 119 888 0 23 Nov 2016
Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation Bugra Tekin Pablo Márquez-Neila Mathieu Salzmann Pascal Fua 3DH 76 35 0 17 Nov 2016
Deep Kinematic Pose Regression Xingyi Zhou Xiao Sun Wei Zhang Shuang Liang Yichen Wei 3DH 83 265 0 17 Sep 2016
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information Sungheon Park Jihye Hwang Nojun Kwak 3DH 97 154 0 10 Aug 2016