Self-supervised Learning of Motion Capture

4 December 2017

Papers citing "Self-supervised Learning of Motion Capture"

50 / 102 papers shown

Title
4D Human Body Capture from Egocentric Video via 3D Scene Grounding Miao Liu Dexin Yang Yan Zhang Zhaopeng Cui James M. Rehg Siyu Tang 24 39 0 26 Nov 2020
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera Denis Tomè Thiemo Alldieck Patrick Peluse Gerard Pons-Moll Lourdes Agapito H. Badino Fernando de la Torre EgoV 21 74 0 02 Nov 2020
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data Benjamin Biggs Sébastien Ehrhardt Hanbyul Joo Benjamin Graham Andrea Vedaldi David Novotny 3DH 18 68 0 02 Nov 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 29 320 0 26 Oct 2020
Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization Cheng Yu Bo Wang Bo Yang R. Tan 3DH 30 3 0 13 Oct 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 35 165 0 01 Sep 2020
FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration Yu Rong Takaaki Shiratori Hanbyul Joo 3DH 30 100 0 19 Aug 2020
3D Human Motion Estimation via Motion Compression and Refinement Zhengyi Luo S. Golestaneh Kris Kitani 3DH 28 145 0 09 Aug 2020
STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths Yue Yu Yinghao Li Jiaming Shen Haoyang Feng Jimeng Sun Chao Zhang 26 59 0 18 Jun 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 43 182 0 15 Jun 2020
ShapeAdv: Generating Shape-Aware Adversarial 3D Point Clouds Kibok Lee Zhuoyuan Chen Xinchen Yan R. Urtasun Ersin Yumer 3DPC 23 30 0 24 May 2020
Leveraging Photometric Consistency over Time for Sparsely Supervised Hand-Object Reconstruction Yana Hasson Bugra Tekin Federica Bogo Ivan Laptev Marc Pollefeys Cordelia Schmid 3DH 27 185 0 28 Apr 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 30 329 0 08 Apr 2020
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation Hanbyul Joo Natalia Neverova Andrea Vedaldi 3DH 22 153 0 07 Apr 2020
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 18 54 0 07 Apr 2020
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction Anil Armagan Guillermo Garcia-Hernando Seungryul Baek Shreyas Hampali Mahdi Rad ... Philippe Weinzaepfel Romain Brégier Grégory Rogez Vincent Lepetit Tae-Kyun Kim 3DH 30 49 0 30 Mar 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 31 133 0 23 Mar 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 15 117 0 17 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 55 492 0 03 Mar 2020
Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations Nadine Rueegg Christoph Lassner Michael J. Black Konrad Schindler 24 23 0 06 Jan 2020
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 33 96 0 09 Dec 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 17 193 0 30 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 38 182 0 20 Aug 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 24 110 0 13 Aug 2019
Learning Body Shape and Pose from Dense Correspondences Yusuke Yoshiyasu L. Gamez 3DH 33 4 0 27 Jul 2019
xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera Denis Tomè Patrick Peluse Lourdes Agapito H. Badino EgoV 43 110 0 23 Jul 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed A. Elgharib Pascal Fua Hans-Peter Seidel Helge Rhodin Gerard Pons-Moll Christian Theobalt 3DH 18 168 0 01 Jul 2019
Ego-Pose Estimation and Forecasting as Real-Time PD Control Ye Yuan Kris Kitani EgoV 33 123 0 07 Jun 2019
Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction Hosnieh Sattar Katharina Krombholz Gerard Pons-Moll Mario Fritz 3DH 30 3 0 27 May 2019
Exploiting temporal context for 3D human pose estimation in the wild Anurag Arnab Carl Doersch Andrew Zisserman 3DH 30 235 0 10 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 60 523 0 08 May 2019
Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation Hao Zhu Wei Ji Sen Wang Xun Cao Ruigang Yang 3DH 24 152 0 24 Apr 2019
Tex2Shape: Detailed Full Human Body Geometry From a Single Image Thiemo Alldieck Gerard Pons-Moll Christian Theobalt M. Magnor 3DH 22 325 0 18 Apr 2019
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering Seungryul Baek K. Kim Tae-Kyun Kim 3DH 34 210 0 08 Apr 2019
Re-Identification Supervised Texture Generation Jian Wang Mingliang Xu Yachun Li Chi Zhang Yichen Wei 3DH 31 29 0 06 Apr 2019
DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image Pengfei Yao Zhen Fang Fan Wu Yao Feng Jiwei Li 3DH 31 48 0 25 Mar 2019
DeepHuman: 3D Human Reconstruction from a Single Image Zerong Zheng Tao Yu Yixuan Wei Qionghai Dai Yebin Liu 3DH 63 337 0 15 Mar 2019
SimulCap : Single-View Human Performance Capture with Cloth Simulation Tao Yu Zerong Zheng Y. Zhong Jianhui Zhao Qionghai Dai Gerard Pons-Moll Yebin Liu 3DH 27 116 0 15 Mar 2019
Learning to Reconstruct People in Clothing from a Single RGB Camera Thiemo Alldieck M. Magnor Bharat Lal Bhatnagar Christian Theobalt Gerard Pons-Moll 3DH 47 325 0 14 Mar 2019
Neural Scene Decomposition for Multi-Person Motion Capture Helge Rhodin Victor Constantin Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 33 47 0 13 Mar 2019
3D Hand Shape and Pose Estimation from a Single RGB Image Liuhao Ge Zhou Ren Yuncheng Li Zehao Xue Yingying Wang Jianfei Cai Junsong Yuan 3DH 26 433 0 03 Mar 2019
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation Bastian Wandt Bodo Rosenhahn 3DH 24 235 0 26 Feb 2019
End-to-end Hand Mesh Recovery from a Monocular RGB Image Xiong Zhang Qiang Li Hong Mo Wenbo Zhang Wen Zheng 3DH 28 206 0 25 Feb 2019
SiCloPe: Silhouette-Based Clothed People Ryota Natsume Shunsuke Saito Zeng Huang Weikai Chen Chongyang Ma Hao Li Shigeo Morishima 3DH 29 176 0 31 Dec 2018
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences Nikolas Hesse S. Pujades Michael J. Black Michael Arens U. Hofmann A. Schroeder 3DH 22 58 0 17 Oct 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 22 503 0 17 Aug 2018
Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning Supasorn Suwajanakorn Noah Snavely Jonathan Tompson Mohammad Norouzi 3DPC 3DV 26 246 0 05 Jul 2018
Tracking Emerges by Colorizing Videos Carl Vondrick Abhinav Shrivastava Alireza Fathi S. Guadarrama Kevin Patrick Murphy 42 376 0 25 Jun 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 34 604 0 10 May 2018
Unsupervised Depth Estimation, 3D Face Rotation and Replacement Joel Ruben Antony Moniz Christopher Beckham S. Rajotte S. Honari C. Pal CVBM 3DH 22 39 0 25 Mar 2018