Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes

15 April 2021

Kyoung Mu Lee

Papers citing "Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes"

45 / 45 papers shown

Title
PoseBH: Prototypical Multi-Dataset Training Beyond Human Pose Estimation U. Jeong J. Freer Seungryul Baek H. Chang K. Kim 3DH 69 0 0 23 May 2025
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos Farnoosh Koleini Muhammad Usama Saleem Pu Wang Hongfei Xue Ahmed Helmy Abbey Fenwick 3DH 103 1 0 14 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 78 1 0 26 Sep 2024
On Self-Contact and Human Pose Lea Müller Ahmed A. A. Osman Siyu Tang C. Huang Michael J. Black 3DH 57 102 0 07 Apr 2021
Reconstructing 3D Human Pose by Watching Humans in the Mirror Qi Fang Qing Shuai Junting Dong Hujun Bao Xiaowei Zhou 3DH 72 66 0 01 Apr 2021
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video Hongsuk Choi Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 65 209 0 17 Nov 2020
Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 53 105 0 21 Sep 2020
Monocular, One-stage, Regression of Multiple 3D People Yu Sun Qian Bao Wu Liu Yili Fu Michael J. Black Tao Mei 3DH 72 277 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 161 95 0 26 Aug 2020
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Hongsuk Choi Gyeongsik Moon Kyoung Mu Lee 3DH 56 382 0 20 Aug 2020
Human Body Model Fitting by Learned Gradient Descent Mingli Song Xu Chen Otmar Hilliges 3DH 55 101 0 19 Aug 2020
I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image Gyeongsik Moon Kyoung Mu Lee 3DH 87 427 0 09 Aug 2020
HMOR: Hierarchical Multi-Person Ordinal Relations for Monocular Multi-Person 3D Pose Estimation Jiefeng Li Can Wang Wentao Liu Chao Qian Cewu Lu 3DH 73 79 0 01 Aug 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 81 126 0 23 Jul 2020
Coherent Reconstruction of Multiple Humans from a Single Image W. Jiang Nikos Kolotouros Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DV 3DH 83 183 0 15 Jun 2020
Peeking into occluded joints: A novel framework for crowd pose estimation Lingteng Qiu Xuanye Zhang Yanran Li Guanbin Li Xiaojun Wu Zixiang Xiong Xiaoguang Han Shuguang Cui 140 72 0 23 Mar 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
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
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 67 676 0 27 Aug 2019
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 150 323 0 26 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 54 170 0 01 Jul 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 89 527 0 08 May 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 52 1,717 0 11 Apr 2019
PoseFix: Model-agnostic General Human Pose Refinement Network Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 53 165 0 10 Dec 2018
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark Jiefeng Li Can Wang Hao Zhu Yihuan Mao Haoshu Fang Cewu Lu 43 511 0 02 Dec 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 119 1,792 0 17 Apr 2018
Pose2Seg: Detection Free Human Instance Segmentation Song-Hai Zhang Ruilong Li Xin Dong Paul L. Rosin Zixi Cai Xi Han Dingcheng Yang Haozhi Huang Shimin Hu SSeg 65 204 0 28 Mar 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 207 1,796 0 18 Dec 2017
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons-Moll Christian Theobalt 3DH 115 399 0 09 Dec 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 126 1,427 0 20 Nov 2017
AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding Jiahong Wu He Zheng Bo Zhao Yixin Li Baoming Yan ... Shipei Zhou G. Lin Yanwei Fu Yizhou Wang Yonggang Wang VLM 77 152 0 17 Nov 2017
PoseTrack: A Benchmark for Human Pose Estimation and Tracking Mykhaylo Andriluka Umar Iqbal Eldar Insafutdinov L. Pishchulin Anton Milan Juergen Gall Bernt Schiele 106 458 0 27 Oct 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 101 1,317 0 08 May 2017
Compositional Human Pose Regression Xiao Sun Jiaxiang Shang Shuang Liang Yichen Wei 3DH 71 529 0 01 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,195 0 20 Mar 2017
Towards Accurate Multi-person Pose Estimation in the Wild George Papandreou Tyler Lixuan Zhu Nori Kanazawa Alexander Toshev Jonathan Tompson C. Bregler Kevin Patrick Murphy 3DH 136 806 0 06 Jan 2017
Panoptic Studio: A Massively Multiview System for Social Interaction Capture Hanbyul Joo Tomas Simon Xulong Li Hao Liu Lei Tan ... Bart C. Nabbe I. Matthews T. Kanade S. Nobuhara Yaser Sheikh 123 381 0 09 Dec 2016
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt 3DH 94 1,079 0 29 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 149 6,541 0 24 Nov 2016
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Alejandro Newell Zhiao Huang Jia Deng 95 921 0 16 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation L. Pishchulin Eldar Insafutdinov Siyu Tang Bjoern Andres Mykhaylo Andriluka Peter V. Gehler Bernt Schiele 63 974 0 20 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014