MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild

7 July 2016

Papers citing "MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild"

50 / 103 papers shown

Title
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach Ailing Zeng Xiao Sun Fuyang Huang Minhao Liu Qiang Xu Stephen Lin 6 179 0 18 Jul 2020
Cascaded deep monocular 3D human pose estimation with evolutionary training data Shichao Li Lei Ke Kevin Pratama Yu-Wing Tai Chi-Keung Tang Kwang-Ting Cheng 3DH 17 155 0 14 Jun 2020
RGBD-Dog: Predicting Canine Pose from RGBD Sensors Sinéad Kearney Wenbin Li M. Parsons K. Kim Darren Cosker 3DH 11 57 0 16 Apr 2020
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir Eduard Gabriel Bazavan Hongyi Xu Bill Freeman Rahul Sukthankar C. Sminchisescu 3DH 10 133 0 23 Mar 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 6 117 0 17 Mar 2020
HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation Kun Zhou Xiaoguang Han Nianjuan Jiang K. Jia Jiangbo Lu 3DH 14 22 0 10 Mar 2020
The benefits of synthetic data for action categorization Mohamad Ballout Mohammad Tuqan Daniel C. Asmar Elie A. Shammas George E. Sakr 9 6 0 20 Jan 2020
Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment Behnoosh Parsa Athma Narayanan Behzad Dariush 3DH 15 20 0 07 Dec 2019
Towards Robust RGB-D Human Mesh Recovery Ren Li Changjiang Cai G. Georgakis Srikrishna Karanam Terrence Chen Ziyan Wu 3DH 13 11 0 18 Nov 2019
Single-shot 3D multi-person pose estimation in complex images Abdallah Benzine B. Luvison Q. C. Pham Catherine Achard 3DH 13 5 0 08 Nov 2019
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation Kun Zhou Xiaoguang Han Nianjuan Jiang K. Jia Jiangbo Lu 3DH 14 111 0 26 Oct 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 9 192 0 30 Sep 2019
EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera Lan Xu Weipeng Xu Vladislav Golyanik Marc Habermann Lu Fang Christian Theobalt 3DH 23 101 0 30 Aug 2019
Predicting Animation Skeletons for 3D Articulated Models via Volumetric Nets Zhan Xu Yang Zhou E. Kalogerakis Karan Singh 3DH 19 45 0 22 Aug 2019
Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images Valentin Gabeur Jean-Sébastien Franco Xavier Martin Cordelia Schmid Grégory Rogez 3DH 11 134 0 01 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 32 321 0 26 Jul 2019
xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera Denis Tomè Patrick Peluse Lourdes Agapito H. Badino EgoV 26 110 0 23 Jul 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 11 154 0 04 Jul 2019
Ego-Pose Estimation and Forecasting as Real-Time PD Control Ye Yuan Kris M. Kitani EgoV 22 125 0 07 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 13 58 0 20 May 2019
Structure from Articulated Motion: Accurate and Stable Monocular 3D Reconstruction without Training Data Onorina Kovalenko Vladislav Golyanik J. Malik Ahmed Elhayek D. Stricker 21 14 0 12 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 14 523 0 08 May 2019
Anti-Confusing: Region-Aware Network for Human Pose Estimation Xuan Cao Yanhao Ge Ying Tai Wei Zhang Jian Li Chengjie Wang Jilin Li Feiyue Huang 3DH 11 4 0 03 May 2019
Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks Kyongsik Yun Kevin Yu Joseph Osborne S. Eldin Luan Nguyen Alexander Huyen Thomas Lu GAN 14 19 0 25 Apr 2019
Small Target Detection for Search and Rescue Operations using Distributed Deep Learning and Synthetic Data Generation Kyongsik Yun Luan Nguyen Tuan T. Nguyen Doyoung Kim S. Eldin Alexander Huyen Thomas Lu Edward Chow 9 23 0 25 Apr 2019
Generalizing Monocular 3D Human Pose Estimation in the Wild Luyang Wang Yan Chen Zhenhua Guo Keyuan Qian Mude Lin Hongsheng Li Jimmy S. J. Ren 3DH 11 36 0 11 Apr 2019
3DPeople: Modeling the Geometry of Dressed Humans Albert Pumarola Jordi Sanchez G. Choi Alberto Sanfeliu Francesc Moreno-Noguer 3DH 16 127 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 16 504 0 06 Apr 2019
Stochastic Sampling Simulation for Pedestrian Trajectory Prediction Cyrus Anderson Xiaoxiao Du Ram Vasudevan Matthew Johnson-Roberson 20 14 0 05 Mar 2019
Improving Face Anti-Spoofing by 3D Virtual Synthesis Jianzhu Guo Xiangyu Zhu Jinchuan Xiao Zhen Lei Genxun Wan Stan Z. Li CVBM 14 32 0 02 Jan 2019
Monocular Total Capture: Posing Face, Body, and Hands in the Wild Donglai Xiang Hanbyul Joo Yaser Sheikh CVBM 3DH 19 323 0 04 Dec 2018
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose Xiao Sun Chuankang Li Stephen Lin 3DH 12 6 0 17 Nov 2018
OriNet: A Fully Convolutional Network for 3D Human Pose Estimation Chenxu Luo Xiao Chu Alan Yuille 3DH 9 78 0 12 Nov 2018
SFV: Reinforcement Learning of Physical Skills from Videos Xue Bin Peng Angjoo Kanazawa Jitendra Malik Pieter Abbeel Sergey Levine 11 66 0 08 Oct 2018
PedX: Benchmark Dataset for Metric 3D Pose Estimation of Pedestrians in Complex Urban Intersections Wonhui Kim M. Ramanagopal Charlie Barto Ming-Yuan Yu Karl Rosaen Nicholas Goumas Ram Vasudevan Matthew Johnson-Roberson 3DPC 3DV 13 63 0 10 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 20 503 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 14 78 0 04 Aug 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 K. Jia Jiangbo Lu 17 11 0 25 Jun 2018
DRPose3D: Depth Ranking in 3D Human Pose Estimation Min Wang Xipeng Chen Wentao Liu Chao Qian Liang Lin Lizhuang Ma 3DH 17 59 0 23 May 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 8 241 0 13 Mar 2018
Image-based Synthesis for Deep 3D Human Pose Estimation Grégory Rogez Cordelia Schmid 3DH 16 28 0 12 Feb 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 181 1,386 0 01 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 8 392 0 09 Dec 2017
Improving Deep Learning using Generic Data Augmentation Luke Taylor G. Nitschke 17 382 0 20 Aug 2017
A Generative Model of People in Clothing Christoph Lassner Gerard Pons-Moll Peter V. Gehler 3DH 21 228 0 11 May 2017
Harvesting Multiple Views for Marker-less 3D Human Pose Annotations Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 14 192 0 16 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 20 567 0 08 Apr 2017
Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections Ehsan Jahangiri Alan Yuille 3DH 22 89 0 08 Feb 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 31 961 0 05 Jan 2017
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image Denis Tomè Chris Russell Lourdes Agapito 3DH 18 510 0 01 Jan 2017