3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data

2 November 2020

Benjamin Biggs

Sébastien Ehrhardt

Hanbyul Joo

Benjamin Graham

Andrea Vedaldi

David Novotny

3DH

ArXiv PDF HTML

Papers citing "3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data"

27 / 27 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 69 0 0 15 May 2025
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 105 1 0 27 May 2024
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir Eduard Gabriel Bazavan Hongyi Xu Bill Freeman Rahul Sukthankar C. Sminchisescu 3DH 38 134 0 23 Mar 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 54 983 0 27 Sep 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 65 524 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 25 1,695 0 11 Apr 2019
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Chen Li Gim Hee Lee 3DH 21 204 0 11 Apr 2019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Saurabh Sharma Pavan Teja Varigonda Prashast Bindal Abhishek Sharma Arjun Jain 3DH 28 153 0 02 Apr 2019
Monocular Total Capture: Posing Face, Body, and Hands in the Wild Donglai Xiang Hanbyul Joo Yaser Sheikh CVBM 3DH 43 325 0 04 Dec 2018
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Mohamed Omran Christoph Lassner Gerard Pons-Moll Peter V. Gehler Bernt Schiele 3DH 54 503 0 17 Aug 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 48 605 0 10 May 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 28 428 0 13 Apr 2018
Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa Shubham Tulsiani Alexei A. Efros Jitendra Malik 3DV 37 605 0 20 Mar 2018
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images Grégory Rogez Philippe Weinzaepfel Cordelia Schmid 3DH 36 288 0 01 Mar 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 241 1,398 0 01 Feb 2018
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies Hanbyul Joo Tomas Simon Yaser Sheikh 3DH 62 517 0 05 Jan 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 157 1,783 0 18 Dec 2017
Self-supervised Learning of Motion Capture H. Tung Hsiao-Wei Tung Ersin Yumer Katerina Fragkiadaki 3DH 59 321 0 04 Dec 2017
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 51 804 0 22 Nov 2017
Towards Accurate Markerless Human Shape and Pose Estimation over Time Yinghao Huang Federica Bogo Christoph Lassner Angjoo Kanazawa Peter V. Gehler Ijaz Akhter Michael J. Black 3DH 38 218 0 24 Jul 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 62 1,312 0 08 May 2017
Unite the People: Closing the Loop Between 3D and 2D Human Representations Christoph Lassner Javier Romero Martin Kiefel Federica Bogo Michael J. Black Peter V. Gehler 3DH 37 546 0 10 Jan 2017
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses Christian Rupprecht Iro Laina R. DiPietro Maximilian Baust Federico Tombari Nassir Navab Gregory D. Hager 35 185 0 01 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 49 1,071 0 29 Nov 2016
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Federica Bogo Angjoo Kanazawa Christoph Lassner Peter V. Gehler Javier Romero Michael J. Black 3DH 80 1,578 0 27 Jul 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 117 3,670 0 26 May 2016
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 105 43,290 0 01 May 2014