Neural Descent for Visual 3D Human Pose and Shape

16 August 2020

Andrei Zanfir

Eduard Gabriel Bazavan

William T. Freeman

Papers citing "Neural Descent for Visual 3D Human Pose and Shape"

33 / 33 papers shown

Title
Monocular Expressive Body Regression through Body-Driven Attention Vasileios Choutas Georgios Pavlakos Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH CVBM 48 235 0 20 Aug 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 246 1,950 0 11 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 44 134 0 23 Mar 2020
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 37 920 0 11 Dec 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 35 193 0 30 Sep 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 56 983 0 27 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 116 182 0 20 Aug 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 18 155 0 04 Jul 2019
Learnable Triangulation of Human Pose Karim Iskakov Egor Burkov Victor Lempitsky Yury Malkov 3DH 36 360 0 14 May 2019
Exploiting temporal context for 3D human pose estimation in the wild Anurag Arnab Carl Doersch Andrew Zisserman 3DH 37 236 0 10 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 67 524 0 08 May 2019
Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning Shichen Liu Tianye Li Weikai Chen Hao Li 3DV 61 691 0 03 Apr 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 80 4,554 0 18 Dec 2018
On the Continuity of Rotation Representations in Neural Networks Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang Hao Li 3DH 31 1,267 0 17 Dec 2018
Learning 3D Human Dynamics from Video Yang Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 31 515 0 04 Dec 2018
3D Human Body Reconstruction from a Single Image via Volumetric Regression Aaron S. Jackson Chris Manafas Georgios Tzimiropoulos 3DH 25 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 60 503 0 17 Aug 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 30 428 0 13 Apr 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation Helge Rhodin Mathieu Salzmann Pascal Fua 3DH SSL 18 235 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 65 373 0 26 Mar 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 247 1,398 0 01 Feb 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 162 1,783 0 18 Dec 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 66 1,312 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 42 815 0 03 May 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 68 570 0 08 Apr 2017
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing A. Popa M. Zanfir C. Sminchisescu 3DH HAI 35 152 0 31 Jan 2017
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 120 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 74 882 0 23 Nov 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 84 1,578 0 27 Jul 2016
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild Grégory Rogez Cordelia Schmid 3DH 43 274 0 07 Jul 2016
Learning to learn by gradient descent by gradient descent Marcin Andrychowicz Misha Denil Sergio Gomez Colmenarejo Matthew W. Hoffman David Pfau Tom Schaul Brendan Shillingford Nando de Freitas 58 2,000 0 14 Jun 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 223 10,149 0 16 Mar 2016
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 136 43,290 0 01 May 2014