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

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

Neural Information Processing Systems (NeurIPS), 2020
2 November 2020
Benjamin Biggs
Sébastien Ehrhardt
Hanbyul Joo
Benjamin Graham
Andrea Vedaldi
David Novotny
    3DH
ArXiv (abs)PDFHTML

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

47 / 47 papers shown
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization
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
658
6
0
15 May 2025
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep
  Uncertainty
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty
Harry Zhang
Luca Carlone
3DH
513
1
0
11 Dec 2024
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human
  Mesh Recovery
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh RecoveryIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Tom Wehrbein
Marco Rudolph
Bodo Rosenhahn
Bastian Wandt
3DH
413
6
0
25 Nov 2024
Social EgoMesh Estimation
Social EgoMesh EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Luca Scofano
Alessio Sampieri
Edoardo De Matteis
Indro Spinelli
Fabio Galasso
EgoV
288
0
0
07 Nov 2024
Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose
  Inference
Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose InferenceNeural Information Processing Systems (NeurIPS), 2024
Shayan Shekarforoush
David B. Lindell
Marcus A. Brubaker
David J. Fleet
231
6
0
15 Jun 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery
MEGA: Masked Generative Autoencoder for Human Mesh Recovery
Guénolé Fiche
Simon Leglaive
Xavier Alameda-Pineda
Francesc Moreno-Noguer
3DH
625
13
0
29 May 2024
$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human
  Pose Estimation
Di2Pose\text{Di}^2\text{Pose}Di2Pose: Discrete Diffusion Model for Occluded 3D Human Pose Estimation
Weiquan Wang
Jun Xiao
Chunping Wang
Wei Liu
Zhao Wang
Long Chen
DiffM
271
2
0
27 May 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators
Harry Zhang
Luca Carlone
3DH
625
5
0
27 May 2024
A Simple Strategy for Body Estimation from Partial-View Images
A Simple Strategy for Body Estimation from Partial-View Images
Yafei Mao
Xuelu Li
Brandon Smith
Jinjin Li
Raja Bala
3DH
353
0
0
14 Apr 2024
DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans
DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans
A. Sengupta
Thiemo Alldieck
Nikos Kolotouros
Enric Corona
Andrei Zanfir
C. Sminchisescu
401
19
0
30 Mar 2024
Distribution and Depth-Aware Transformers for 3D Human Mesh Recovery
Distribution and Depth-Aware Transformers for 3D Human Mesh Recovery
Jerrin Bright
Bavesh Balaji
Harish Prakash
Yuhao Chen
David A Clausi
John S. Zelek
3DH
390
5
0
14 Mar 2024
SHARE: Single-view Human Adversarial REconstruction
SHARE: Single-view Human Adversarial REconstruction
Shreelekha Revankar
Shijia Liao
Yu Shen
Junbang Liang
Huaishu Peng
Ming-Chyuan Lin
3DH
315
0
0
30 Dec 2023
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent
  Space
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent SpaceEuropean Conference on Computer Vision (ECCV), 2023
Guénolé Fiche
Simon Leglaive
Xavier Alameda-Pineda
Antonio Agudo
Francesc Moreno-Noguer
639
11
0
13 Dec 2023
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and
  Learning from Noisy Input
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input
Trung-Hieu Hoang
Mona Zehni
Huy Phan
Duc Minh Vo
Minh N. Do
372
3
0
11 Dec 2023
Multimodal Active Measurement for Human Mesh Recovery in Close Proximity
Multimodal Active Measurement for Human Mesh Recovery in Close ProximityIEEE Robotics and Automation Letters (RA-L), 2023
Takahiro Maeda
Keisuke Takeshita
Norimichi Ukita
Kazuhito Tanaka
412
0
0
12 Oct 2023
Distribution-Aligned Diffusion for Human Mesh Recovery
Distribution-Aligned Diffusion for Human Mesh RecoveryIEEE International Conference on Computer Vision (ICCV), 2023
Lin Geng Foo
Jia Gong
Hossein Rahmani
Jing Liu
485
36
0
25 Aug 2023
POCO: 3D Pose and Shape Estimation with Confidence
POCO: 3D Pose and Shape Estimation with ConfidenceInternational Conference on 3D Vision (3DV), 2023
Sai Kumar Dwivedi
Cordelia Schmid
Hongwei Yi
Michael J. Black
Dimitrios Tzionas
3DH
367
21
0
24 Aug 2023
Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape
Animal3D: A Comprehensive Dataset of 3D Animal Pose and ShapeIEEE International Conference on Computer Vision (ICCV), 2023
Jiacong Xu
Yi Zhang
Jia-Xiong Peng
Wufei Ma
Artur Jesslen
...
Jie Liu
Yushan Xie
Yawen Cui
Alan Yuille
Adam Kortylewski
3DH
266
51
0
22 Aug 2023
HMD-NeMo: Online 3D Avatar Motion Generation From Sparse Observations
HMD-NeMo: Online 3D Avatar Motion Generation From Sparse ObservationsIEEE International Conference on Computer Vision (ICCV), 2023
S. Aliakbarian
F. Saleh
David Collier
Pashmina Cameron
Darren Cosker
3DH
176
28
0
22 Aug 2023
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose
  Estimation
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose EstimationIEEE International Conference on Computer Vision (ICCV), 2023
Yi Zhang
Pengliang Ji
Angtian Wang
Jieru Mei
Adam Kortylewski
Alan Yuille
3DH
238
43
0
19 Aug 2023
Rendering Humans from Object-Occluded Monocular Videos
Rendering Humans from Object-Occluded Monocular VideosIEEE International Conference on Computer Vision (ICCV), 2023
Tiange Xiang
Adam Sun
Jiajun Wu
Ehsan Adeli
Li Fei-Fei
3DH
192
20
0
08 Aug 2023
Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body
  Reconstruction
Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body ReconstructionIEEE International Conference on Computer Vision (ICCV), 2023
Yufei Zhang
Hanjing Wang
Jeffrey O. Kephart
Q. Ji
3DH
294
9
0
01 Aug 2023
NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D
  Human Pose and Shape Estimation
NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape EstimationComputer Vision and Pattern Recognition (CVPR), 2023
Jiefeng Li
Siyuan Bian
Qi Liu
Jiasheng Tang
Fan Wang
Cewu Lu
3DH
252
76
0
15 May 2023
TAPE: Temporal Attention-based Probabilistic human pose and shape
  Estimation
TAPE: Temporal Attention-based Probabilistic human pose and shape EstimationScandinavian Conference on Image Analysis (SCIA), 2023
Nikolaos Vasilikopoulos
Nikos Kolotouros
Aggeliki Tsoli
Antonis Argyros
3DH
170
1
0
29 Apr 2023
Sampling is Matter: Point-guided 3D Human Mesh Reconstruction
Sampling is Matter: Point-guided 3D Human Mesh ReconstructionComputer Vision and Pattern Recognition (CVPR), 2023
Jeonghwan Kim
Minji Gwon
H. Park
H. Kwon
Gi-Mun Um
Wonjun Kim Konkuk University
3DH
218
52
0
19 Apr 2023
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric ViewsIEEE International Conference on Computer Vision (ICCV), 2023
Siwei Zhang
Qianli Ma
Yan Zhang
S. Aliakbarian
Darren Cosker
Siyu Tang
EgoV
470
34
0
12 Apr 2023
BoPR: Body-aware Part Regressor for Human Shape and Pose Estimation
BoPR: Body-aware Part Regressor for Human Shape and Pose Estimation
Yong Cheng
Shaoli Huang
J. Ning
Ying Shan
3DH
367
6
0
21 Mar 2023
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for
  Autonomous Driving
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous DrivingConference on Robot Learning (CoRL), 2022
Andrei Zanfir
M. Zanfir
Alexander N. Gorban
Jingwei Ji
Yin Zhou
Drago Anguelov
C. Sminchisescu
3DH
212
42
0
15 Dec 2022
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion modelsIEEE International Conference on Computer Vision (ICCV), 2022
Karl Holmquist
Bastian Wandt
DiffM
420
90
0
29 Nov 2022
Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence
  Learning
Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence LearningNeural Information Processing Systems (NeurIPS), 2022
Zaiyu Huang
Hanhui Li
Zhenyu Xie
Michael C. Kampffmeyer
Qingling Cai
Xiaodan Liang
3DH
176
17
0
25 Nov 2022
Human Body Measurement Estimation with Adversarial Augmentation
Human Body Measurement Estimation with Adversarial AugmentationInternational Conference on 3D Vision (3DV), 2022
Nataniel Ruiz
Míriam Bellver
Timo Bolkart
Ambuj Arora
Ming-Chia Lin
Javier Romero
Raj Bala
3DH
291
8
0
11 Oct 2022
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
Qihao Liu
Yi Zhang
S. Bai
Alan Yuille
477
24
0
29 Jul 2022
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion
  Prior
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior
Buzhen Huang
Y. Shu
Jingyi Ju
Yangang Wang
3DH
316
17
0
12 Jul 2022
Domain Adaptive 3D Pose Augmentation for In-the-wild Human Mesh Recovery
Domain Adaptive 3D Pose Augmentation for In-the-wild Human Mesh RecoveryInternational Conference on 3D Vision (3DV), 2022
Zhenzhen Weng
Kuan-Chieh Wang
Angjoo Kanazawa
Serena Yeung
3DH
239
13
0
21 Jun 2022
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose
  Estimation
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2022
Zitian Wang
Xuecheng Nie
Xiaochao Qu
Yunpeng Chen
Siwen Liu
3DH
352
37
0
15 Mar 2022
FLAG: Flow-based 3D Avatar Generation from Sparse Observations
FLAG: Flow-based 3D Avatar Generation from Sparse ObservationsComputer Vision and Pattern Recognition (CVPR), 2022
S. Aliakbarian
Pashmina Cameron
Federica Bogo
Andrew Fitzgibbon
T. Cashman
3DH
224
71
0
11 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey
Recovering 3D Human Mesh from Monocular Images: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yating Tian
Hongwen Zhang
Yebin Liu
Limin Wang
3DH
579
170
0
03 Mar 2022
Multi-initialization Optimization Network for Accurate 3D Human Pose and
  Shape Estimation
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape EstimationACM Multimedia (MM), 2021
Zhiwei Liu
Xiangyu Zhu
Pu Cao
X. Yan
Ming Tang
Zhen Lei
Guibo Zhu
Xuetao Feng
Yan Wang
Jinqiao Wang
3DH
304
9
0
24 Dec 2021
Learning to Fit Morphable Models
Learning to Fit Morphable Models
Vasileios Choutas
Federica Bogo
Jingjing Shen
Julien P. C. Valentin
3DH
367
20
0
29 Nov 2021
Coarse-to-fine Animal Pose and Shape Estimation
Coarse-to-fine Animal Pose and Shape EstimationNeural Information Processing Systems (NeurIPS), 2021
Chen Li
G. Lee
3DH
180
19
0
16 Nov 2021
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to
  the Third Dimension
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third DimensionIEEE International Conference on Computer Vision (ICCV), 2021
Roman Shapovalov
David Novotny
Benjamin Graham
Patrick Labatut
Andrea Vedaldi
3DH
231
10
0
31 Aug 2021
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows
Probabilistic Monocular 3D Human Pose Estimation with Normalizing FlowsIEEE International Conference on Computer Vision (ICCV), 2021
Tom Wehrbein
Marco Rudolph
Bodo Rosenhahn
Bastian Wandt
3DH
439
147
0
29 Jul 2021
Human Pose Regression with Residual Log-likelihood Estimation
Human Pose Regression with Residual Log-likelihood EstimationIEEE International Conference on Computer Vision (ICCV), 2021
Jiefeng Li
Siyuan Bian
Ailing Zeng
Can Wang
Bo Pang
Wentao Liu
Cewu Lu
476
283
0
23 Jul 2021
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers
M. Zanfir
Andrei Zanfir
Eduard Gabriel Bazavan
William T. Freeman
Rahul Sukthankar
C. Sminchisescu
3DH
241
74
0
17 Jun 2021
HuMoR: 3D Human Motion Model for Robust Pose Estimation
HuMoR: 3D Human Motion Model for Robust Pose EstimationIEEE International Conference on Computer Vision (ICCV), 2021
Davis Rempe
Tolga Birdal
Aaron Hertzmann
Jimei Yang
Srinath Sridhar
Leonidas Guibas
3DH
751
393
0
10 May 2021
PARE: Part Attention Regressor for 3D Human Body Estimation
PARE: Part Attention Regressor for 3D Human Body EstimationIEEE International Conference on Computer Vision (ICCV), 2021
Muhammed Kocabas
C. Huang
Otmar Hilliges
Michael J. Black
3DH
382
499
0
17 Apr 2021
Human Mesh Recovery from Multiple Shots
Human Mesh Recovery from Multiple ShotsComputer Vision and Pattern Recognition (CVPR), 2020
Georgios Pavlakos
Jitendra Malik
Angjoo Kanazawa
3DH
285
67
0
17 Dec 2020
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