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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
ProtoGS: Efficient and High-Quality Rendering with 3D Gaussian Prototypes Zhengqing Gao Dongting Hu Jia-Wang Bian Huan Fu Yongqian Li Tongliang Liu Mingming Gong Kai Zhang 3DGS 106 0 0 21 Mar 2025
SpeechAct: Towards Generating Whole-body Motion from Speech Jinsong Zhang Minjie Zhu Yuxiang Zhang Yebin Liu Kun Li 84 0 0 29 Nov 2023
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view Hanbyel Cho Yooshin Cho Jaesung Ahn Junmo Kim 3DH 57 16 0 30 Jun 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion Michael J. Black Priyanka Patel J. Tesch Jinlong Yang 3DH 102 137 0 29 Jun 2023
Learning Human Mesh Recovery in 3D Scenes Zehong Shen Z. Cen Sida Peng Qing Shuai Hujun Bao Xiaowei Zhou 3DH 62 14 0 06 Jun 2023
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments Yu Sun Qian Bao Wu Liu Tao Mei Michael J. Black 3DH 66 63 0 05 Jun 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 83 188 0 31 May 2023
NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation Jiefeng Li Siyuan Bian Qi Liu Jiasheng Tang Fan Wang Cewu Lu 3DH 86 55 0 15 May 2023
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation A. Sengupta Ignas Budvytis R. Cipolla 3DH 77 20 0 11 May 2023
AvatarReX: Real-time Expressive Full-body Avatars Zerong Zheng Xiaochen Zhao Hongwen Zhang Boning Liu Yebin Liu 3DH 70 79 0 08 May 2023
KBody: Towards general, robust, and aligned monocular whole-body estimation N. Zioulis J. F. O'Brien 3DH 72 5 0 23 Apr 2023
Reconstructing Signing Avatars From Video Using Linguistic Priors M. Forte Peter Kulits C. Huang Vasileios Choutas Dimitrios Tzionas Katherine J. Kuchenbecker Michael J. Black SLR 46 8 0 20 Apr 2023
Sampling is Matter: Point-guided 3D Human Mesh Reconstruction Jeonghwan Kim Minji Gwon H. Park H. Kwon Gi-Mun Um Wonjun Kim Konkuk University 3DH 47 34 0 19 Apr 2023
HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery Jiefeng Li Siyuan Bian Chaoshun Xu Zhicun Chen Lixin Yang Cewu Lu 3DH 94 36 0 12 Apr 2023
CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition Hongwen Zhang Siyou Lin Ruizhi Shao Yuxiang Zhang Zerong Zheng Han Huang Yandong Guo Yebin Liu 3DH 65 22 0 06 Apr 2023
3D Human Pose Estimation via Intuitive Physics Shashank Tripathi Lea Müller C. Huang Omid Taheri Michael J. Black Dimitrios Tzionas 3DH 98 72 0 31 Mar 2023
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer Jing Lin Ailing Zeng Haoqian Wang Lei Zhang Y. Li 3DH 77 106 0 28 Mar 2023
MeMaHand: Exploiting Mesh-Mano Interaction for Single Image Two-Hand Reconstruction Congyi Wang Feida Zhu Shilei Wen 3DH 54 10 0 28 Mar 2023
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation Xi Shen Zongxin Yang Xiaohan Wang Jianxin Ma Chang Zhou Yezhou Yang ViT 3DH 82 36 0 26 Mar 2023
Bringing Inputs to Shared Domains for 3D Interacting Hands Recovery in the Wild Gyeongsik Moon 86 31 0 23 Mar 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery Ce Zheng Xianpeng Liu Guo-Jun Qi Chong Chen 3DH 145 33 0 23 Mar 2023
3D Human Mesh Estimation from Virtual Markers Xiaoxuan Ma Jiajun Su Chun-yu Wang Wenjie Zhu Yizhou Wang 3DH 79 51 0 21 Mar 2023
PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers Zhongwei Qiu Qiansheng Yang Jian Wang Haocheng Feng Junyu Han Errui Ding Chang-hui Xu Dongmei Fu Jingdong Wang ViT 74 28 0 16 Mar 2023
SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments Yudi Dai Yi Lin Xiping Lin Chenglu Wen Lan Xu Hongwei Yi Siqiu Shen Yuexin Ma China 3DH 64 40 0 16 Mar 2023
ACR: Attention Collaboration-based Regressor for Arbitrary Two-Hand Reconstruction Zheng-Lun Yu Shaoli Huang Chengjie Fang T. Breckon Jue Wang 3DH 69 37 0 10 Mar 2023
Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes Jihyun Lee Minhyuk Sung H. Choi Tae-Kyun Kim 3DH CVBM 91 18 0 28 Feb 2023
Decoupling Human and Camera Motion from Videos in the Wild Vickie Ye Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 73 86 0 24 Feb 2023
Crowd3D: Towards Hundreds of People Reconstruction from a Single Image Hao Wen Jing Huang Huili Cui Hao-Xi Lin Yukun Lai Lu Fang Kun-Jhih Li 3DV 3DH 71 10 0 23 Jan 2023
ECON: Explicit Clothed humans Optimized via Normal integration Yuliang Xiu Jinlong Yang Xu Cao Dimitrios Tzionas Michael J. Black 3DH 82 170 0 14 Dec 2022
Generating Holistic 3D Human Motion from Speech Hongwei Yi Hualin Liang Yifei Liu Qiong Cao Yandong Wen Timo Bolkart Dacheng Tao Michael J. Black SLR 71 149 0 08 Dec 2022
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation Karthik Shetty A. Birkhold Srikrishna Jaganathan Norbert Strobel M. Kowarschik Andreas Maier Bernhard Egger 3DH 97 24 0 21 Nov 2022
SUPR: A Sparse Unified Part-Based Human Representation Ahmed A. A. Osman Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH 36 25 0 25 Oct 2022
Multi-Person 3D Pose and Shape Estimation via Inverse Kinematics and Refinement Junuk Cha Muhammad Saqlain Geonu Kim Minjung Shin Seungryul Baek 3DH 58 18 0 24 Oct 2022
Capturing and Animation of Body and Clothing from Monocular Video Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 119 94 0 04 Oct 2022
D&D: Learning Human Dynamics from Dynamic Camera Jiefeng Li Siyuan Bian Chaoshun Xu Gang Liu Gang Yu Cewu Lu 67 39 0 19 Sep 2022
Self-supervised Human Mesh Recovery with Cross-Representation Alignment Xuan Gong Meng Zheng Benjamin Planche Srikrishna Karanam Terrence Chen David Doermann Ziyan Wu 3DH 81 11 0 10 Sep 2022
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation Zhihao Li Jianzhuang Liu Zhensong Zhang Songcen Xu Youliang Yan 3DH 69 225 0 01 Aug 2022
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 75 123 0 27 Jul 2022
3D Clothed Human Reconstruction in the Wild Gyeongsik Moon Hyeongjin Nam Takaaki Shiratori Kyoung Mu Lee 3DH 49 43 0 20 Jul 2022
Learning Implicit Templates for Point-Based Clothed Human Modeling Siyou Lin Hongwen Zhang Zerong Zheng Ruizhi Shao Yebin Liu 3DH 114 46 0 14 Jul 2022
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images Hongwen Zhang Yating Tian Yuxiang Zhang Mengcheng Li Liang An Zhenan Sun Yebin Liu 3DH 83 145 0 13 Jul 2022
Capturing and Inferring Dense Full-Body Human-Scene Contact C. Huang Hongwei Yi Markus Hoschle Matvey Safroshkin Tsvetelina Alexiadis Senya Polikovsky D. Scharstein Michael J. Black 3DH 80 125 0 20 Jun 2022
Embodied Scene-aware Human Pose Estimation Zhengyi Luo Shun Iwase Ye Yuan Kris Kitani 3DH 58 29 0 18 Jun 2022
Accurate 3D Body Shape Regression using Metric and Semantic Attributes Vasileios Choutas Lea Müller C. Huang Siyu Tang Dimitrios Tzionas Michael J. Black 3DH 73 55 0 14 Jun 2022
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction Qiaojun Feng Yebin Liu Yu-kun Lai Jingyu Yang Kun Li 3DH 58 36 0 05 Jun 2022
Trajectory Optimization for Physics-Based Reconstruction of 3d Human Pose from Monocular Video Erik Gartner Mykhaylo Andriluka Hongyi Xu C. Sminchisescu 3DH 70 40 0 24 May 2022
Differentiable Dynamics for Articulated 3d Human Motion Reconstruction Erik Gartner Mykhaylo Andriluka Erwin Coumans C. Sminchisescu 3DH 86 41 0 24 May 2022
The Best of Both Worlds: Combining Model-based and Nonparametric Approaches for 3D Human Body Estimation Zhe Wang Jimei Yang Charless C. Fowlkes 3DH 82 13 0 01 May 2022
Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing Thiemo Alldieck M. Zanfir C. Sminchisescu 3DH 81 134 0 19 Apr 2022
BEHAVE: Dataset and Method for Tracking Human Object Interactions Bharat Lal Bhatnagar Xianghui Xie Ilya A. Petrov C. Sminchisescu Christian Theobalt Gerard Pons-Moll 87 188 0 14 Apr 2022