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Recovering 3D Human Mesh from Monocular Images: A Survey

3 March 2022

Yating Tian

Hongwen Zhang

Yebin Liu

Limin Wang

3DH

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Papers citing "Recovering 3D Human Mesh from Monocular Images: A Survey"

50 / 246 papers shown

Title
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction Zerong Zheng Tao Yu Yebin Liu Qionghai Dai 3DH 68 303 0 08 Jul 2020
MotioNet: 3D Human Motion Reconstruction from Monocular Video with Skeleton Consistency Mingyi Shi Kfir Aberman A. Aristidou Taku Komura Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 81 70 0 22 Jun 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 86 183 0 15 Jun 2020
3D Human Mesh Regression with Dense Correspondence Wang Zeng Wanli Ouyang Ping Luo Wentao Liu Xiaogang Wang 3DH 36 95 0 10 Jun 2020
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods Yucheng Chen Yingli Tian Mingyi He 3DH 55 359 0 02 Jun 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 75 332 0 08 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 87 469 0 08 Apr 2020
Robust 3D Self-portraits in Seconds Zhe Li Tao Yu Chuanyu Pan Zerong Zheng Yebin Liu 3DH 46 58 0 06 Apr 2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild Dominik Kulon R. Güler Iasonas Kokkinos M. Bronstein Stefanos Zafeiriou 3DH 33 210 0 04 Apr 2020
SoftSMPL: Data-driven Modeling of Nonlinear Soft-tissue Dynamics for Parametric Humans I. Santesteban Elena Garces M. Otaduy Dan Casas 3DH 39 48 0 01 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 67 135 0 23 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 53 24 0 06 Jan 2020
Learning 3D Human Shape and Pose from Dense Body Parts Hongwen Zhang Jie Cao Guo Lu Wanli Ouyang Zhenan Sun 3DH 55 71 0 31 Dec 2019
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 79 931 0 11 Dec 2019
NASA: Neural Articulated Shape Approximation Boyang Deng J. P. Lewis Timothy Jeruzalski Gerard Pons-Moll Geoffrey E. Hinton Mohammad Norouzi Andrea Tagliasacchi 72 212 0 06 Dec 2019
Generating 3D People in Scenes without People Yan Zhang Mohamed Hassan Heiko Neumann Michael J. Black Siyu Tang 3DH 78 152 0 05 Dec 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 69 193 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 101 987 0 27 Sep 2019
3D Morphable Face Models -- Past, Present and Future Bernhard Egger W. Smith A. Tewari Stefanie Wuhrer Michael Zollhoefer ... Adam Kortylewski S. Romdhani Christian Theobalt V. Blanz T. Vetter 3DH 82 420 0 03 Sep 2019
Resolving 3D Human Pose Ambiguities with 3D Scene Constraints Mohamed Hassan Vasileios Choutas Dimitrios Tzionas Michael J. Black 3DH 73 295 0 20 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 393 3,614 0 20 Aug 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 140 184 0 20 Aug 2019
Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild Yu Rong Ziwei Liu Cheng Li Kaidi Cao Chen Change Loy 3DH 81 68 0 18 Aug 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 45 155 0 04 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 60 170 0 01 Jul 2019
Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision Soubhik Sanyal Timo Bolkart Haiwen Feng Michael J. Black 3DH CVBM 53 291 0 16 May 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 150 1,258 0 13 May 2019
Exploiting temporal context for 3D human pose estimation in the wild Anurag Arnab Carl Doersch Andrew Zisserman 3DH 69 236 0 10 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 89 527 0 08 May 2019
Single Image 3D Hand Reconstruction with Mesh Convolutions Dominik Kulon Haoyang Wang R. Güler M. Bronstein Stefanos Zafeiriou 3DH 51 58 0 04 May 2019
Learning the Depths of Moving People by Watching Frozen People Zhengqi Li Tali Dekel Forrester Cole Richard Tucker Noah Snavely Ce Liu William T. Freeman MDE 3DH 123 242 0 25 Apr 2019
Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation Hao Zhu Wei Ji Sen Wang Xun Cao Ruigang Yang 3DH 135 152 0 24 Apr 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 55 1,717 0 11 Apr 2019
Learning joint reconstruction of hands and manipulated objects Yana Hasson Gül Varol Dimitrios Tzionas Igor Kalevatykh Michael J. Black Ivan Laptev Cordelia Schmid 3DH 56 530 0 11 Apr 2019
H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions Bugra Tekin Federica Bogo Marc Pollefeys EgoV 77 253 0 10 Apr 2019
Towards High-fidelity Nonlinear 3D Face Morphable Model Luan Tran Feng Liu Xiaoming Liu AI4CE CVBM 3DH 58 180 0 09 Apr 2019
Unsupervised 3D Pose Estimation with Geometric Self-Supervision Ching-Hang Chen A. Tyagi Amit Agrawal D. Drover M. Rohith Stefan Stojanov James M. Rehg SSL 3DH 73 200 0 09 Apr 2019
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering Seungryul Baek K. Kim Tae-Kyun Kim 3DH 80 214 0 08 Apr 2019
AMASS: Archive of Motion Capture as Surface Shapes Naureen Mahmood N. Ghorbani N. Troje Gerard Pons-Moll Michael J. Black 3DH 48 1,252 0 05 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 66 48 0 25 Mar 2019
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set Yu Deng Jiaolong Yang Sicheng Xu Dong Chen Yunde Jia Xin Tong CVBM 3DV 3DH 71 697 0 20 Mar 2019
DeepHuman: 3D Human Reconstruction from a Single Image Zerong Zheng Tao Yu Yixuan Wei Qionghai Dai Yebin Liu 3DH 93 341 0 15 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 66 438 0 03 Mar 2019
End-to-end Hand Mesh Recovery from a Monocular RGB Image Xiong Zhang Qiang Li Hong Mo Wenbo Zhang Wen Zheng 3DH 65 209 0 25 Feb 2019
3D Hand Shape and Pose from Images in the Wild A. Boukhayma Rodrigo de Bem Philip Torr 3DH 70 355 0 09 Feb 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 124 4,592 0 18 Dec 2018
On the Continuity of Rotation Representations in Neural Networks Yi Zhou Connelly Barnes Jingwan Lu Jimei Yang Hao Li 3DH 77 1,289 0 17 Dec 2018
Learning 3D Human Dynamics from Video Yang Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 78 518 0 04 Dec 2018
Monocular Total Capture: Posing Face, Body, and Hands in the Wild Donglai Xiang Hanbyul Joo Yaser Sheikh CVBM 3DH 75 328 0 04 Dec 2018
Semantic Human Matting Quan Chen T. Ge Yanyu Xu Qing Cui Xinxin Yang Kun Gai 3DH 39 143 0 05 Sep 2018