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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
Towards Metrical Reconstruction of Human Faces Wojciech Zielonka Timo Bolkart Justus Thies CVBM 3DH 72 145 0 13 Apr 2022
COAP: Compositional Articulated Occupancy of People Marko Mihajlovic Shunsuke Saito Aayush Bansal Michael Zollhoefer Siyu Tang 3DH 70 59 0 13 Apr 2022
CHORE: Contact, Human and Object REconstruction from a single RGB image Xianghui Xie Bharat Lal Bhatnagar Gerard Pons-Moll 3DH 87 68 0 05 Apr 2022
HandOccNet: Occlusion-Robust 3D Hand Mesh Estimation Network J. Park Y. Oh Gyeongsik Moon Hongsuk Choi Kyoung Mu Lee 3DH 98 105 0 28 Mar 2022
Structured Local Radiance Fields for Human Avatar Modeling Zerong Zheng Han Huang Tao Yu Hongwen Zhang Yandong Guo Yebin Liu 3DH 69 117 0 28 Mar 2022
Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture Buzhen Huang Liang Pan Yuan Yang Jingyi Ju Yangang Wang 3DH 49 32 0 26 Mar 2022
FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset Lizhen Wang Zhiyuan Chen Tao Yu Chenguang Ma Liang-Sheng Li Yebin Liu 3DH CVBM 113 96 0 26 Mar 2022
Occluded Human Mesh Recovery Rawal Khirodkar Shashank Tripathi Kris Kitani 3DH 95 72 0 24 Mar 2022
Interacting Attention Graph for Single Image Two-Hand Reconstruction Mengcheng Li Liang An Hongwen Zhang Lianpeng Wu F. Chen Tao Yu Yebin Liu 3DH 85 114 0 17 Mar 2022
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video Wen-Li Wei Jen-Chun Lin Tyng-Luh Liu H. Liao 3DH 62 85 0 16 Mar 2022
Human-Aware Object Placement for Visual Environment Reconstruction Hongwei Yi C. Huang Dimitrios Tzionas Muhammed Kocabas Mohamed Hassan Siyu Tang Justus Thies Michael J. Black 3DH 84 63 0 07 Mar 2022
SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos Ailing Zeng Lei Yang Xu Ju Jiefeng Li Jianyi Wang Qiang Xu 3DH 61 71 0 27 Dec 2021
HSPACE: Synthetic Parametric Humans Animated in Complex Environments Eduard Gabriel Bazavan Andrei Zanfir M. Zanfir William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 72 29 0 23 Dec 2021
HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars T. Hu Tao Yu Zerong Zheng He Zhang Yebin Liu Matthias Zwicker 3DH 71 35 0 19 Dec 2021
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 98 311 0 16 Dec 2021
Putting People in their Place: Monocular Regression of 3D People in Depth Yu Sun Wu Liu Qian Bao Yili Fu Tao Mei Michael J. Black 3DH 78 161 0 15 Dec 2021
Adversarial Parametric Pose Prior Andrey Davydov Anastasia Remizova Victor Constantin S. Honari Mathieu Salzmann Pascal Fua 3DH 40 40 0 08 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris Kitani Jan Kautz 3DH 103 118 0 02 Dec 2021
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance Jiachen Xu Min Wang Jing-yu Gong Wentao Liu Chao Qian Yuan Xie Lizhuang Ma 68 9 0 25 Nov 2021
Tracking People with 3D Representations Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Jitendra Malik 3DH 95 26 0 15 Nov 2021
Body Size and Depth Disambiguation in Multi-Person Reconstruction from Single Images Nicolas Ugrinovic Adria Ruiz Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer 3DH 50 11 0 02 Nov 2021
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation Zi-Jun Li Bo Xu Han Huang Cheng Lu Yandong Guo 3DH 45 13 0 22 Oct 2021
Playing for 3D Human Recovery Zhongang Cai Mingyuan Zhang Jiawei Ren Chen Wei Daxuan Ren Zhengyu Lin Haiyu Zhao Lei Yang Chen Change Loy Ziwei Liu 3DH 129 53 0 14 Oct 2021
Learning to Regress Bodies from Images using Differentiable Semantic Rendering Sai Kumar Dwivedi Nikos Athanasiou Muhammed Kocabas Michael J. Black 3DH 71 55 0 07 Oct 2021
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 66 60 0 03 Oct 2021
SPEC: Seeing People in the Wild with an Estimated Camera Muhammed Kocabas C. Huang J. Tesch Lea Müller Otmar Hilliges Michael J. Black 3DH 86 145 0 01 Oct 2021
Physics-based Human Motion Estimation and Synthesis from Videos Kevin Xie Tingwu Wang Umar Iqbal Yunrong Guo Sanja Fidler Florian Shkurti 3DH 74 83 0 21 Sep 2021
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation Ziniu Wan Zhengjia Li Maoqing Tian Jianbo Liu Shuai Yi Hongsheng Li 3DH 60 82 0 06 Sep 2021
The Power of Points for Modeling Humans in Clothing Qianli Ma Jinlong Yang Siyu Tang Michael J. Black 3DH 91 102 0 02 Sep 2021
Probabilistic Modeling for Human Mesh Recovery Nikos Kolotouros Georgios Pavlakos Dinesh Jayaraman Kostas Daniilidis 3DH 59 168 0 26 Aug 2021
Learning Motion Priors for 4D Human Body Capture in 3D Scenes Siwei Zhang Yan Zhang Federica Bogo Marc Pollefeys Siyu Tang 3DH 81 104 0 23 Aug 2021
Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras Yuxiang Zhang Zhe Li Liang An Mengcheng Li Tao Yu Yebin Liu 3DH 65 41 0 23 Aug 2021
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration Yu Rong Takaaki Shiratori Hanbyul Joo 3DH CVBM 71 197 0 13 Aug 2021
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers M. Zanfir Andrei Zanfir Eduard Gabriel Bazavan William T. Freeman Rahul Sukthankar C. Sminchisescu 3DH 72 67 0 17 Jun 2021
Task-Generic Hierarchical Human Motion Prior using VAEs Jiaman Li Ruben Villegas Duygu Ceylan Jimei Yang Zhengfei Kuang Hao Li Yajie Zhao 3DH 53 46 0 07 Jun 2021
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering Ruizhi Shao Hongwen Zhang He Zhang Mingjia Chen Yan-Pei Cao Tao Yu Yebin Liu 3DH 54 67 0 07 Jun 2021
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation Taosha Fan Kalyan Vasudev Alwala Donglai Xiang Weipeng Xu Todd Murphey Mustafa Mukadam 3DH 98 22 0 28 May 2021
Collaborative Regression of Expressive Bodies using Moderation Yao Feng Vasileios Choutas Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH DiffM 106 142 0 11 May 2021
HuMoR: 3D Human Motion Model for Robust Pose Estimation Davis Rempe Tolga Birdal Aaron Hertzmann Jimei Yang Srinath Sridhar Leonidas Guibas 3DH 93 316 0 10 May 2021
Body Meshes as Points Jianfeng Zhang Dongdong Yu Jun Hao Liew Xuecheng Nie Jiashi Feng 3DH 87 64 0 06 May 2021
Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors Tao Yu Zerong Zheng Kaiwen Guo Pengpeng Liu Qionghai Dai Yebin Liu 3DH 55 290 0 05 May 2021
DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras Yang Zheng Ruizhi Shao Yuxiang Zhang Tao Yu Zerong Zheng Qionghai Dai Yebin Liu 3DH 139 100 0 01 May 2021
AGORA: Avatars in Geography Optimized for Regression Analysis Priyanka Patel C. Huang J. Tesch David T. Hoffmann Shashank Tripathi Michael J. Black 69 212 0 29 Apr 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation Umar Iqbal Kevin Xie Yunrong Guo Jan Kautz Pavlo Molchanov 3DH 61 35 0 27 Apr 2021
Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective Wu Liu Qian Bao Yu Sun Tao Mei 3DH 96 167 0 23 Apr 2021
PARE: Part Attention Regressor for 3D Human Body Estimation Muhammed Kocabas C. Huang Otmar Hilliges Michael J. Black 3DH 100 408 0 17 Apr 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements Qianli Ma Shunsuke Saito Jinlong Yang Siyu Tang Michael J. Black 3DH AI4CE 86 97 0 15 Apr 2021
Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes Hongsuk Choi Gyeongsik Moon J. Park Kyoung Mu Lee 3DH 63 86 0 15 Apr 2021
LEAP: Learning Articulated Occupancy of People Marko Mihajlovic Yan Zhang Michael J. Black Siyu Tang 3DH 71 129 0 14 Apr 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes Xu Chen Yufeng Zheng Michael J. Black Otmar Hilliges Andreas Geiger 3DH 112 232 0 08 Apr 2021