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DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models

DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models

29 November 2022
Karl Holmquist
Bastian Wandt
    DiffM
ArXivPDFHTML

Papers citing "DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models"

42 / 42 papers shown
Title
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation
Y. Fu
Chaorui Huang
Junwei Li
Hui Kong
Yibin Tian
Huakang Li
Zhiyuan Zhang
22
0
0
07 May 2025
REWIND: Real-Time Egocentric Whole-Body Motion Diffusion with Exemplar-Based Identity Conditioning
REWIND: Real-Time Egocentric Whole-Body Motion Diffusion with Exemplar-Based Identity Conditioning
Jihyun Lee
Weipeng Xu
Alexander Richard
S. Wei
Shunsuke Saito
Shaojie Bai
Te-Li Wang
Minhyuk Sung
Tae-Kyun Kim
Jason M. Saragih
DiffM
VGen
33
0
0
07 Apr 2025
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation
HiPART: Hierarchical Pose AutoRegressive Transformer for Occluded 3D Human Pose Estimation
Hongwei Zheng
Han Li
Wenrui Dai
Ziyang Zheng
Chenglin Li
Junni Zou
Hongkai Xiong
3DH
53
0
0
30 Mar 2025
Toward Efficient Generalization in 3D Human Pose Estimation via a Canonical Domain Approach
Hoosang Lee
Jeha Ryu
33
0
0
28 Jan 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
104
0
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 Recovery
Tom Wehrbein
Marco Rudolph
Bodo Rosenhahn
Bastian Wandt
3DH
71
2
0
25 Nov 2024
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human
  Reconstruction from Occluded Images
Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images
Donghwan Kim
Tae-Kyun Kim
DiffM
3DH
31
1
0
27 Sep 2024
HMD^2: Environment-aware Motion Generation from Single Egocentric Head-Mounted Device
HMD^2: Environment-aware Motion Generation from Single Egocentric Head-Mounted Device
Vladimir Guzov
Yifeng Jiang
Fangzhou Hong
Gerard Pons-Moll
Richard A. Newcombe
C. Karen Liu
Yuting Ye
Lingni Ma
33
6
0
20 Sep 2024
CatFree3D: Category-agnostic 3D Object Detection with Diffusion
CatFree3D: Category-agnostic 3D Object Detection with Diffusion
Wenjing Bian
Zirui Wang
Andrea Vedaldi
24
1
0
22 Aug 2024
ViMo: Generating Motions from Casual Videos
ViMo: Generating Motions from Casual Videos
Liangdong Qiu
Chengxing Yu
Yanran Li
Zhao Wang
Haibin Huang
Chongyang Ma
Di Zhang
Pengfei Wan
Xiaoguang Han
VGen
24
0
0
13 Aug 2024
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion
  Models
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models
Xiaoyu Zhu
Hao Zhou
Pengfei Xing
Long Zhao
Hao Xu
Junwei Liang
Alex Hauptmann
Ting Liu
Andrew C. Gallagher
DiffM
37
4
0
18 Jul 2024
PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation
PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation
Nermin Samet
Cédric Rommel
David Picard
Eduardo Valle
DiffM
42
0
0
14 Jul 2024
Graph and Skipped Transformer: Exploiting Spatial and Temporal Modeling
  Capacities for Efficient 3D Human Pose Estimation
Graph and Skipped Transformer: Exploiting Spatial and Temporal Modeling Capacities for Efficient 3D Human Pose Estimation
Mengmeng Cui
Kunbo Zhang
Zhenan Sun
ViT
21
0
0
03 Jul 2024
Robot Shape and Location Retention in Video Generation Using Diffusion
  Models
Robot Shape and Location Retention in Video Generation Using Diffusion Models
Peng Wang
Zhihao Guo
Abdul Latheef Sait
Minh Huy Pham
VGen
20
0
0
03 Jul 2024
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal
  Controllability of Graph Diffusion Models
HHMR: Holistic Hand Mesh Recovery by Enhancing the Multimodal Controllability of Graph Diffusion Models
Mengcheng Li
Hongwen Zhang
Yuxiang Zhang
Ruizhi Shao
Tao Yu
Yebin Liu
DiffM
46
5
0
03 Jun 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
29
1
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
64
1
0
27 May 2024
AddBiomechanics Dataset: Capturing the Physics of Human Motion at Scale
AddBiomechanics Dataset: Capturing the Physics of Human Motion at Scale
Keenon Werling
Janelle Kaneda
Alan Tan
Rishi G. Agarwal
Six Skov
...
E. Preatoni
Benjamin Fregly
Jennifer Hicks
Scott L. Delp
C. Karen Liu
3DH
26
4
0
16 May 2024
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and
  Temporal Cues
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues
Vandad Davoodnia
Saeed Ghorbani
M. Carbonneau
Alexandre Messier
Ali Etemad
30
0
0
23 Apr 2024
Closely Interactive Human Reconstruction with Proxemics and
  Physics-Guided Adaption
Closely Interactive Human Reconstruction with Proxemics and Physics-Guided Adaption
Buzhen Huang
Chen Li
Chongyang Xu
Liang Pan
Yangang Wang
Gim Hee Lee
33
2
0
17 Apr 2024
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware
  Trajectory Conditioning
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning
Jaewoo Jeong
Daehee Park
Kuk-Jin Yoon
31
6
0
08 Apr 2024
HandDiff: 3D Hand Pose Estimation with Diffusion on Image-Point Cloud
HandDiff: 3D Hand Pose Estimation with Diffusion on Image-Point Cloud
Wencan Cheng
Hao Tang
Luc Van Gool
Jong Hwan Ko
3DH
27
2
0
04 Apr 2024
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion
  Estimation
Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation
Paweł Antoni Pierzchlewicz
Caio da Silva
R. J. Cotton
Fabian H. Sinz
25
0
0
10 Mar 2024
DiffSF: Diffusion Models for Scene Flow Estimation
DiffSF: Diffusion Models for Scene Flow Estimation
Yushan Zhang
Bastian Wandt
Maria Magnusson
Michael Felsberg
DiffM
40
1
0
08 Mar 2024
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical
  Spatial and Temporal Denoiser
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser
Qingyuan Cai
Xuecai Hu
Saihui Hou
Li Yao
Yongzhen Huang
DiffM
21
0
0
07 Mar 2024
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape
  Reconstruction and Tracking
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking
Wei Cao
Chang Luo
Biao Zhang
Matthias Nießner
Jiapeng Tang
DiffM
53
11
0
12 Jan 2024
FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing
  Scenes
FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes
Genghao Zhang
Yuxi Wang
Chuanchen Luo
Shibiao Xu
Zhaoxiang Zhang
Man Zhang
Junran Peng
VGen
3DV
25
3
0
07 Jan 2024
Guided Diffusion from Self-Supervised Diffusion Features
Guided Diffusion from Self-Supervised Diffusion Features
Vincent Tao Hu
Yunlu Chen
Mathilde Caron
Yuki M. Asano
Cees G. M. Snoek
Bjorn Ommer
27
10
0
14 Dec 2023
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
Cédric Rommel
Victor Letzelter
Nermin Samet
Renaud Marlet
Matthieu Cord
Patrick Pérez
Eduardo Valle
3DH
25
0
0
11 Dec 2023
Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based
  Motion Refinement
Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement
Jian Wang
Zhe Cao
D. Luvizon
Lingjie Liu
Kripasindhu Sarkar
Danhang Tang
Thabo Beeler
Christian Theobalt
DiffM
24
17
0
28 Nov 2023
MonoDiffusion: Self-Supervised Monocular Depth Estimation Using
  Diffusion Model
MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model
Shuwei Shao
Zhongcai Pei
Weihai Chen
Dingchi Sun
Peter C. Y. Chen
Zhengguo Li
MDE
DiffM
11
7
0
13 Nov 2023
Human Pose-based Estimation, Tracking and Action Recognition with Deep
  Learning: A Survey
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
27
3
0
19 Oct 2023
DiffusionPoser: Real-time Human Motion Reconstruction From Arbitrary
  Sparse Sensors Using Autoregressive Diffusion
DiffusionPoser: Real-time Human Motion Reconstruction From Arbitrary Sparse Sensors Using Autoregressive Diffusion
Tom Van Wouwe
Seunghwan Lee
Antoine Falisse
Scott L. Delp
C. Karen Liu
DiffM
14
13
0
31 Aug 2023
Physics-Guided Human Motion Capture with Pose Probability Modeling
Physics-Guided Human Motion Capture with Pose Probability Modeling
Jingyi Ju
Buzhen Huang
Chen Zhu
Zhihao Li
Yangang Wang
DiffM
23
3
0
19 Aug 2023
Denoising Diffusion for 3D Hand Pose Estimation from Images
Denoising Diffusion for 3D Hand Pose Estimation from Images
Maksym Ivashechkin
Oscar Alejandro Mendez Maldonado
Richard Bowden
DiffM
20
2
0
18 Aug 2023
Learning Structure-Guided Diffusion Model for 2D Human Pose Estimation
Learning Structure-Guided Diffusion Model for 2D Human Pose Estimation
Zhongwei Qiu
Qiansheng Yang
Jian Wang
Xiyu Wang
Chang Xu
Dongmei Fu
Kun Yao
Junyu Han
Errui Ding
Jingdong Wang
DiffM
19
10
0
29 Jun 2023
Diffusion Model for Dense Matching
Diffusion Model for Dense Matching
Jisu Nam
Gyuseong Lee
Sunwoo Kim
Ines Hyeonsu Kim
Hyoungwon Cho
Seyeong Kim
Seung Wook Kim
DiffM
15
1
0
30 May 2023
Confronting Ambiguity in 6D Object Pose Estimation via Score-Based
  Diffusion on SE(3)
Confronting Ambiguity in 6D Object Pose Estimation via Score-Based Diffusion on SE(3)
Tsu-Ching Hsiao
Haoming Chen
Hsuan-Kung Yang
Chun-Yi Lee
DiffM
15
6
0
25 May 2023
DiffHand: End-to-End Hand Mesh Reconstruction via Diffusion Models
DiffHand: End-to-End Hand Mesh Reconstruction via Diffusion Models
Lijun Li
Lian Zhuo
Bangze Zhang
Liefeng Bo
Chen Chen
27
2
0
23 May 2023
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis
  Aggregation
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation
Wenkang Shan
Zhenhua Liu
Xinfeng Zhang
Zhao Wang
Kai Han
Shanshe Wang
Siwei Ma
Wen Gao
DiffM
47
81
0
21 Mar 2023
Parallel Vertex Diffusion for Unified Visual Grounding
Parallel Vertex Diffusion for Unified Visual Grounding
Ze-Long Cheng
Kehan Li
Peng Jin
Xiang Ji
Li-ming Yuan
Chang-rui Liu
Jie Chen
DiffM
24
25
0
13 Mar 2023
A Survey on Generative Diffusion Model
A Survey on Generative Diffusion Model
Hanqun Cao
Cheng Tan
Zhangyang Gao
Yilun Xu
Guangyong Chen
Pheng-Ann Heng
Stan Z. Li
MedIm
37
195
0
06 Sep 2022
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