DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic Model

6 December 2022

Papers citing "DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic Model"

46 / 46 papers shown

Title
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 149 1 0 27 May 2024
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation Wenkang Shan Zhenhua Liu Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 3DH 50 123 0 15 Mar 2022
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video Jinlu Zhang Zhigang Tu Jianyu Yang Yujin Chen Junsong Yuan ViT 71 222 0 02 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 270 15,081 0 20 Dec 2021
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Hao Tang Pichao Wang Luc Van Gool ViT 58 250 0 24 Nov 2021
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 68 118 0 29 Jul 2021
Variational Diffusion Models Diederik P. Kingma Tim Salimans Ben Poole Jonathan Ho DiffM 140 1,089 0 01 Jul 2021
Characterizing Multidimensional Capacitive Servoing for Physical Human-Robot Interaction Zackory M. Erickson Henry M. Clever Vamsee Gangaram Eliot Xing Greg Turk Chenxi Liu Charles C. Kemp 24 11 0 25 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 150 7,639 0 11 May 2021
SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models Haoying Li Yifan Yang Meng Chang H. Feng Zhi-hai Xu Qi Li Yue-ting Chen DiffM 56 627 0 30 Apr 2021
Graph Stacked Hourglass Networks for 3D Human Pose Estimation Tianhan Xu W. Takano 3DH 45 207 0 30 Mar 2021
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Runwei Ding Mengyuan Liu Pichao Wang Wenming Yang ViT 56 192 0 26 Mar 2021
3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng Sijie Zhu Matías Mendieta Taojiannan Yang Chong Chen Zhengming Ding ViT 96 450 0 18 Mar 2021
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 61 621 0 17 Dec 2020
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 270 6,293 0 26 Nov 2020
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose Estimation Á. Martínez-González M. Villamizar Olivier Canévet J. Odobez 3DH 32 11 0 10 Nov 2020
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems Tuomas P. Oikarinen Daniel C. Hannah Sohrob Kazerounian BDL GNN 57 29 0 26 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 149 7,166 0 06 Oct 2020
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses Chen Li Gim Hee Lee 3DH 65 31 0 13 Aug 2020
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach Ailing Zeng Xiao Sun Fuyang Huang Minhao Liu Qiang Xu Stephen Lin 48 181 0 18 Jul 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 65 360 0 25 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 327 17,550 0 19 Jun 2020
Motion Guided 3D Pose Estimation from Videos Jingbo Wang Sijie Yan Yuanjun Xiong Dahua Lin 3DH 46 183 0 29 Apr 2020
Simultaneous Learning from Human Pose and Object Cues for Real-Time Activity Recognition Brian Reily Qingzhao Zhu Christopher M. Reardon Haotong Zhang 54 8 0 26 Mar 2020
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition Tianlang Chen Chen Fang Xiaohui Shen Yiheng Zhu Zhili Chen Jiebo Luo 3DH MedIm 108 23 0 24 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 282 42,038 0 03 Dec 2019
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation Kun Zhou Xiaoguang Han Nianjuan Jiang Kui Jia Jiangbo Lu 3DH 53 112 0 26 Oct 2019
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Chen Li Gim Hee Lee 3DH 33 204 0 11 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 77 506 0 06 Apr 2019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Saurabh Sharma Pavan Teja Varigonda Prashast Bindal Abhishek Sharma Arjun Jain 3DH 52 153 0 02 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 102 4,024 0 25 Feb 2019
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 34 1,006 0 28 Nov 2018
3D Human Pose Estimation on a Configurable Bed from a Pressure Image Henry M. Clever Ariel Kapusta Daehyung Park Zackory M. Erickson Yash Chitalia Charles C. Kemp 3DH 47 44 0 21 Apr 2018
3D Human Pose Estimation in RGBD Images for Robotic Task Learning Christiane Zimmermann Tim Welschehold C. Dornhege Wolfram Burgard Thomas Brox 3DH 42 151 0 07 Mar 2018
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 120 1,423 0 20 Nov 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 79 1,312 0 08 May 2017
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach Xingyi Zhou Qi-Xing Huang Xiao Sun Xiangyang Xue Yichen Wei 3DH 83 570 0 08 Apr 2017
Compositional Human Pose Regression Xiao Sun Jiaxiang Shang Shuang Liang Yichen Wei 3DH 64 527 0 01 Apr 2017
Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections Ehsan Jahangiri Alan Yuille 3DH 45 90 0 08 Feb 2017
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 110 1,584 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 87 1,071 0 29 Nov 2016
3D Human Pose Estimation from a Single Image via Distance Matrix Regression Francesc Moreno-Noguer 3DH 80 391 0 28 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 139 6,511 0 24 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 485 28,901 0 09 Sep 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 894 149,474 0 22 Dec 2014