Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot

22 February 2024

Papers citing "Multi-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot"

50 / 59 papers shown

Title
PromptHMR: Promptable Human Mesh Recovery Yufu Wang Yu Sun Priyanka Patel Kostas Daniilidis Michael J. Black Muhammed Kocabas 3DH 106 0 0 08 Apr 2025
RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Pietro Michiardi 136 0 0 18 Mar 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 66 1 0 26 Sep 2024
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey Lijuan Zhou Xiang Meng Zhihuan Liu Mengqi Wu Zhimin Gao Pichao Wang 58 4 0 19 Oct 2023
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation Rock Stevens Wanqi Yin Ailing Zeng Chen Wei Andrew Ruef ... Mingyuan Zhang Lei Zhang Chen Change Loy Lei Yang Ziwei Liu 44 78 0 29 Sep 2023
Robots That Can See: Leveraging Human Pose for Trajectory Prediction Tim Salzmann Hao-Tien Lewis Chiang Markus Ryll Dorsa Sadigh Carolina Parada Alex Bewley 48 18 0 29 Sep 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion Michael J. Black Priyanka Patel J. Tesch Jinlong Yang 3DH 80 130 0 29 Jun 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 53 181 0 31 May 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 28 34 0 19 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 242 3,205 0 14 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 43 8 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 69 33 0 03 Apr 2023
SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling Zhitao Yang Zhongang Cai Haiyi Mei Shuai Liu Zhaoxi Chen ... Wayne Wu Chao Qian Dahua Lin Ziwei Liu Lei Yang 3DH 59 41 0 30 Mar 2023
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer Jing Lin Ailing Zeng Haoqian Wang Lei Zhang Y. Li 3DH 60 97 0 28 Mar 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery Ce Zheng Xianpeng Liu Guo-Jun Qi Chong Chen 3DH 135 33 0 23 Mar 2023
3D Human Mesh Estimation from Virtual Markers Xiaoxuan Ma Jiajun Su Chun-yu Wang Wenjie Zhu Yizhou Wang 3DH 64 49 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 62 26 0 16 Mar 2023
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow Philippe Weinzaepfel Thomas Lucas Vincent Leroy Yohann Cabon Vaibhav Arora Romain Brégier G. Csurka L. Antsfeld Boris Chidlovskii Jérôme Revaud ViT 61 87 0 18 Nov 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 33 220 0 01 Aug 2022
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation Zhongwei Qiu Qiansheng Yang Jian Wang Dongmei Fu 36 11 0 22 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 51 140 0 13 Jul 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 54 521 0 26 Apr 2022
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 52 155 0 15 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 366 7,600 0 11 Nov 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 49 142 0 01 Oct 2021
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration Yu Rong Takaaki Shiratori Hanbyul Joo 3DH CVBM 44 195 0 13 Aug 2021
Collaborative Regression of Expressive Bodies using Moderation Yao Feng Vasileios Choutas Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH DiffM 80 139 0 11 May 2021
AGORA: Avatars in Geography Optimized for Regression Analysis Priyanka Patel C. Huang J. Tesch David T. Hoffmann Shashank Tripathi Michael J. Black 47 205 0 29 Apr 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 550 5,920 0 29 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 24 84 0 15 Apr 2021
Single Image Depth Estimation: An Overview Alican Mertan D. Duff Gözde B. Ünal MoMe 26 80 0 13 Apr 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwen Zhang Yating Tian Xinchi Zhou Wanli Ouyang Yebin Liu Limin Wang Zhenan Sun 3DH 46 298 0 30 Mar 2021
Deep Regression on Manifolds: A 3D Rotation Case Study Romain Brégier 3DH 46 53 0 30 Mar 2021
Perceiver: General Perception with Iterative Attention Andrew Jaegle Felix Gimeno Andrew Brock Andrew Zisserman Oriol Vinyals João Carreira VLM ViT MDE 131 999 0 04 Mar 2021
Monocular Real-time Full Body Capture with Inter-part Correlations Yuxiao Zhou Marc Habermann I. Habibie A. Tewari Christian Theobalt F. Xu CVBM 3DH 88 64 0 11 Dec 2020
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation Gyeongsik Moon Hongsuk Choi Kyoung Mu Lee 3DH 46 91 0 23 Nov 2020
NeuralAnnot: Neural Annotator for 3D Human Mesh Training Sets Gyeongsik Moon Hongsuk Choi Kyoung Mu Lee 3DH 64 61 0 23 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 312 40,217 0 22 Oct 2020
Pose And Joint-Aware Action Recognition Anshul B. Shah Shlok Kumar Mishra Ankan Bansal Jun-Cheng Chen Ramalingam Chellappa Abhinav Shrivastava 57 33 0 16 Oct 2020
Monocular, One-stage, Regression of Multiple 3D People Yu Sun Qian Bao Wu Liu Yili Fu Michael J. Black Tao Mei 3DH 57 276 0 27 Aug 2020
SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation Jianan Zhen Qi Fang Jiaming Sun Wentao Liu Wei Jiang Hujun Bao Xiaowei Zhou 3DH 147 96 0 26 Aug 2020
GRAB: A Dataset of Whole-Body Human Grasping of Objects Omid Taheri N. Ghorbani Michael J. Black Dimitrios Tzionas 3DH 39 373 0 25 Aug 2020
InterHand2.6M: A Dataset and Baseline for 3D Interacting Hand Pose Estimation from a Single RGB Image Gyeongsik Moon Shoou-I Yu He Wen Takaaki Shiratori Kyoung Mu Lee 3DH 50 284 0 21 Aug 2020
Monocular Expressive Body Regression through Body-Driven Attention Vasileios Choutas Georgios Pavlakos Timo Bolkart Dimitrios Tzionas Michael J. Black 3DH CVBM 62 235 0 20 Aug 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 60 182 0 15 Jun 2020
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 68 983 0 27 Sep 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 286 3,572 0 20 Aug 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 84 3,240 0 16 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 38 1,695 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 30 527 0 11 Apr 2019