PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop

30 March 2021

Hongwen Zhang

Yating Tian

Xinchi Zhou

Wanli Ouyang

Yebin Liu

Papers citing "PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop"

50 / 62 papers shown

Title
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization Wenhao Shen Wanqi Yin Xiaofeng Yang Cheng Chen Chaoyue Song Zhongang Cai Lei Yang Hao Wang Guosheng Lin 30 0 0 15 May 2025
Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video Matthew Marchellus Nadhira Noor In Kyu Park 3DH 43 0 0 12 May 2025
Unify3D: An Augmented Holistic End-to-end Monocular 3D Human Reconstruction via Anatomy Shaping and Twins Negotiating Nanjie Yao Gangjian Zhang Wenhao Shen Jian Shu Hao Wang 3DH 51 1 0 25 Apr 2025
ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos Zetong Zhang Manuel Kaufmann Lixin Xue Jie Song Martin R. Oswald 3DH 71 0 0 17 Apr 2025
PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing Ziyu Wu Yufan Xiong Mengting Niu Fangting Xie Quan Wan Qijun Ying Boyan Liu Xiaohui Cai 3DH 38 0 0 27 Feb 2025
WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation Tianjian Jiang Johsan Billingham Sebastian Müksch Juan Jose Zarate Nicolas Evans Martin R. Oswald Marc Polleyfeys Otmar Hilliges Manuel Kaufmann Jie Song 3DH 63 3 0 06 Jan 2025
Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes K. Ludwig Julian Lorenz Daniel Kienzle Tuan Bui Rainer Lienhart 3DH 46 1 0 26 Sep 2024
Limitations of (Procrustes) Alignment in Assessing Multi-Person Human Pose and Shape Estimation Drazic Martin Pierre Perrault 37 0 0 25 Sep 2024
GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers Lorenza Prospero Abdullah Hamdi João F. Henriques Christian Rupprecht 3DGS 35 2 0 06 Sep 2024
AvatarPose: Avatar-guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-view Videos Feichi Lu Zijian Dong Jie Song Otmar Hilliges 3DH 35 0 0 04 Aug 2024
DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image Qingxuan Wu Zhiyang Dou Sirui Xu Soshi Shimada Chen Wang ... Taku Komura Vladislav Golyanik Christian Theobalt Wenping Wang Lingjie Liu CVBM 3DH 71 4 0 26 Jun 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 60 1 0 29 May 2024
SignAvatar: Sign Language 3D Motion Reconstruction and Generation Lu Dong Lipisha Chaudhary Fei Xu Xiao Wang Mason Lary Ifeoma Nwogu SLR 34 3 0 13 May 2024
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation Sai Kumar Dwivedi Yu Sun Priyanka Patel Yao Feng Michael J. Black 3DH 44 27 0 25 Apr 2024
MaSkel: A Model for Human Whole-body X-rays Generation from Human Masking Images Yingjie Xi Boyuan Cheng Jingyao Cai Jian Jun Zhang Xiaosong Yang MedIm 38 0 0 13 Apr 2024
DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery Yixuan Zhu Ao Li Yansong Tang Wenliang Zhao Jie Zhou Jiwen Lu 35 2 0 01 Apr 2024
TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos Yufu Wang ZiYun Wang Lingjie Liu Kostas Daniilidis 48 25 0 26 Mar 2024
Personalized 3D Human Pose and Shape Refinement Tom Wehrbein Bodo Rosenhahn Iain A. Matthews Carsten Stoll 3DH 33 1 0 18 Mar 2024
Multi-Human Mesh Recovery with Transformers Zeyu Wang Zhenzhen Weng Serena Yeung-Levy 3DH 32 1 0 26 Feb 2024
Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot Fabien Baradel M. Armando Salma Galaaoui Romain Brégier Philippe Weinzaepfel Grégory Rogez Thomas Lucas 3DH 39 18 0 22 Feb 2024
Template-Free Single-View 3D Human Digitalization with Diffusion-Guided LRM Zhenzhen Weng Jingyuan Liu Hao Tan Zhan Xu Yang Zhou Serena Yeung-Levy Jimei Yang 3DH 40 8 0 22 Jan 2024
I'M HOI: Inertia-aware Monocular Capture of 3D Human-Object Interactions Chengfeng Zhao Juze Zhang Jiashen Du Ziwei Shan Junye Wang Jingyi Yu Jingya Wang Lan Xu 21 18 0 10 Dec 2023
Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images Yingzhi Tang Qijian Zhang Junhui Hou Yebin Liu 3DPC 3DH 93 2 0 06 Nov 2023
PACE: Human and Camera Motion Estimation from in-the-wild Videos Muhammed Kocabas Ye Yuan Pavlo Molchanov Yunrong Guo Michael J. Black Otmar Hilliges Jan Kautz Umar Iqbal 3DH 32 14 0 20 Oct 2023
Multimodal Active Measurement for Human Mesh Recovery in Close Proximity Takahiro Maeda Keisuke Takeshita Norimichi Ukita Kazuhito Tanaka 28 0 0 12 Oct 2023
SketchBodyNet: A Sketch-Driven Multi-faceted Decoder Network for 3D Human Reconstruction Fei Wang Kongzhang Tang Hefeng Wu Baoquan Zhao Hao Cai Teng Zhou 3DH 3DV 23 2 0 10 Oct 2023
AnthroNet: Conditional Generation of Humans via Anthropometrics Francesco Picetti Shrinath Deshpande Jonathan Leban Soroosh Shahtalebi Jay Patel ... River Page Jonathan Hogins A. Crespi Sujoy Ganguly Salehe Erfanian Ebadi 3DH 27 2 0 07 Sep 2023
EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild Manuel Kaufmann Jie Song Chen Guo Kaiyue Shen Tianjian Jiang Chengcheng Tang Juan Jose Zarate Otmar Hilliges 3DH 34 39 0 31 Aug 2023
CaPhy: Capturing Physical Properties for Animatable Human Avatars Zhaoqi Su Liangxiao Hu Siyou Lin Hongwen Zhang Shengping Zhang Justus Thies Yebin Liu 3DH 32 11 0 11 Aug 2023
Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models Hanbyel Cho Junmo Kim 3DH 20 7 0 05 Aug 2023
HandMIM: Pose-Aware Self-Supervised Learning for 3D Hand Mesh Estimation Zuyan Liu Gaojie Lin Congyi Wang Min Zheng Feida Zhu 3DH 19 0 0 29 Jul 2023
ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning Yuxiang Zhang Hongwen Zhang Liangxiao Hu Jiajun Zhang Hongwei Yi Shengping Zhang Yebin Liu 3DH 34 4 0 03 Jul 2023
D3L: Decomposition of 3D Rotation and Lift from 2D Joint to 3D for Human Mesh Recovery Xiaoyang Hao Han Li Jun Cheng Shenzhen Institute of Advanced Technology 3DH 19 0 0 10 Jun 2023
EgoHumans: An Egocentric 3D Multi-Human Benchmark Rawal Khirodkar Aayush Bansal Lingni Ma Richard Newcombe Minh Vo Kris M. Kitani EgoV 26 34 0 25 May 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 22 34 0 12 Apr 2023
Three Recipes for Better 3D Pseudo-GTs of 3D Human Mesh Estimation in the Wild Gyeongsik Moon Hongsuk Choi Sanghyuk Chun Jiyoung Lee Sangdoo Yun 27 7 0 10 Apr 2023
On the Benefits of 3D Pose and Tracking for Human Action Recognition Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Christoph Feichtenhofer Jitendra Malik 36 30 0 03 Apr 2023
3D Human Pose Estimation via Intuitive Physics Shashank Tripathi Lea Müller C. Huang Omid Taheri Michael J. Black Dimitrios Tzionas 3DH 31 69 0 31 Mar 2023
MeMaHand: Exploiting Mesh-Mano Interaction for Single Image Two-Hand Reconstruction Congyi Wang Feida Zhu Shilei Wen 3DH 18 9 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 26 34 0 26 Mar 2023
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation Hongsuk Choi Hyeongjin Nam T. Lee Gyeongsik Moon Kyoung Mu Lee 34 7 0 09 Mar 2023
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens Sen Yang Wen Heng Gang Liu Guozhong Luo Wankou Yang Gang Yu 3DH ViT 22 11 0 01 Mar 2023
Decoupling Human and Camera Motion from Videos in the Wild Vickie Ye Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 26 83 0 24 Feb 2023
FuRPE: Learning Full-body Reconstruction from Part Experts Zhaoxin Fan Yuqing Pan Hao Xu Zhenbo Song Zhicheng Wang Kejian Wu Hongyan Liu Jun He 3DH 40 1 0 30 Nov 2022
TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer Zhiyang Dou Qingxuan Wu Chu-Hsing Lin Zeyu Cao Qiangqiang Wu Weilin Wan Taku Komura Wenping Wang 24 39 0 19 Nov 2022
Human Body Measurement Estimation with Adversarial Augmentation Nataniel Ruiz Míriam Bellver Timo Bolkart Ambuj Arora Ming-Chia Lin Javier Romero Raj Bala 3DH 39 3 0 11 Oct 2022
Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos Boyang Zhang Suping Wu Hu Cao Kehua Ma Pan Li Lei Lin 21 1 0 07 Oct 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms Huijuan Pang Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DH 52 29 0 21 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 13 217 0 01 Aug 2022
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction Qiaojun Feng Yebin Liu Yu-Kun Lai Jingyu Yang Kun Li 3DH 23 36 0 05 Jun 2022