Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections

8 February 2017

Papers citing "Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections"

50 / 51 papers shown

Title
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 74 2 0 25 Nov 2024
Social EgoMesh Estimation Luca Scofano Alessio Sampieri Edoardo De Matteis Indro Spinelli Fabio Galasso EgoV 25 0 0 07 Nov 2024
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 60 1 0 29 May 2024
Probablistic Restoration with Adaptive Noise Sampling for 3D Human Pose Estimation Xianzhou Zeng Hao Qin Ming Kong Luyuan Chen Qiang Zhu 3DH 22 0 0 03 May 2024
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 34 3 0 19 Oct 2023
Multimodal Active Measurement for Human Mesh Recovery in Close Proximity Takahiro Maeda Keisuke Takeshita Norimichi Ukita Kazuhito Tanaka 20 0 0 12 Oct 2023
Ego3DPose: Capturing 3D Cues from Binocular Egocentric Views Taeho Kang Kyungjin Lee Jinrui Zhang Youngki Lee EgoV 19 18 0 21 Sep 2023
Physics-Guided Human Motion Capture with Pose Probability Modeling Jingyi Ju Buzhen Huang Chen Zhu Zhihao Li Yangang Wang DiffM 27 3 0 19 Aug 2023
PoSynDA: Multi-Hypothesis Pose Synthesis Domain Adaptation for Robust 3D Human Pose Estimation Han-Wen Liu Ju He Zhi-Qi Cheng Wangmeng Xiang Q. Yang ... Gaoang Wang Xueting Bao Bin Luo Yifeng Geng Xuansong Xie DiffM 32 19 0 18 Aug 2023
Generative Approach for Probabilistic Human Mesh Recovery using Diffusion Models Hanbyel Cho Junmo Kim 3DH 20 7 0 05 Aug 2023
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric Views Siwei Zhang Qianli Ma Yan Zhang S. Aliakbarian Darren Cosker Siyu Tang EgoV 50 25 0 12 Apr 2023
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 55 85 0 21 Mar 2023
GFPose: Learning 3D Human Pose Prior with Gradient Fields Hai Ci Min-Yu Wu Wenjie Zhu Xiaoxuan Ma Hao Dong Fangwei Zhong Yizhou Wang 3DH 18 61 0 16 Dec 2022
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic Model Jeongjun Choi D. Shim H. J. Kim 26 33 0 06 Dec 2022
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models Karl Holmquist Bastian Wandt DiffM 12 63 0 29 Nov 2022
Weakly-supervised Pre-training for 3D Human Pose Estimation via Perspective Knowledge Zhongwei Qiu Kai Qiu Jianlong Fu Dongmei Fu 3DH 19 26 0 22 Nov 2022
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributions Paweł Antoni Pierzchlewicz R. J. Cotton Mohammad Ali Bashiri Fabian H. Sinz 3DH 21 8 0 20 Oct 2022
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation Qihao Liu Yi Zhang S. Bai Alan Yuille 34 18 0 29 Jul 2022
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation Zhongwei Qiu Qiansheng Yang Jian Wang Dongmei Fu 22 11 0 22 Jul 2022
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu H. Tang Pichao Wang Luc Van Gool ViT 27 246 0 24 Nov 2021
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 28 58 0 03 Oct 2021
Probabilistic Modeling for Human Mesh Recovery Nikos Kolotouros Georgios Pavlakos Dinesh Jayaraman Kostas Daniilidis 3DH 22 166 0 26 Aug 2021
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows Tom Wehrbein Marco Rudolph Bodo Rosenhahn Bastian Wandt 3DH 28 118 0 29 Jul 2021
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data Shuangjun Liu Naveen Sehgal Sarah Ostadabbas 3DH 16 11 0 23 May 2021
Estimating Egocentric 3D Human Pose in Global Space Jian Wang Lingjie Liu Weipeng Xu Kripasindhu Sarkar Christian Theobalt EgoV 21 65 0 27 Apr 2021
On the role of depth predictions for 3D human pose estimation Alec Diaz-Arias Mitchell Messmore Dmitriy Shin Stephen Seung-Yeob Baek 3DH MDE 14 2 0 03 Mar 2021
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu C. L. P. Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 103 565 0 24 Dec 2020
Exploiting Learnable Joint Groups for Hand Pose Estimation Moran Li Yuan Gao Nong Sang 3DH 21 35 0 17 Dec 2020
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera Denis Tomè Thiemo Alldieck Patrick Peluse Gerard Pons-Moll Lourdes Agapito H. Badino Fernando De la Torre EgoV 21 74 0 02 Nov 2020
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems Tuomas P. Oikarinen Daniel C. Hannah Sohrob Kazerounian BDL GNN 17 29 0 26 Oct 2020
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses Chen Li Gim Hee Lee 3DH 6 31 0 13 Aug 2020
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry He Chen Pengfei Guo Pengfei Li Gim Hee Lee Gregory S. Chirikjian 3DH 28 39 0 21 Jul 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 6 180 0 18 Jul 2020
Towards Robust RGB-D Human Mesh Recovery Ren Li Changjiang Cai G. Georgakis Srikrishna Karanam Terrence Chen Ziyan Wu 3DH 13 11 0 18 Nov 2019
EventCap: Monocular 3D Capture of High-Speed Human Motions using an Event Camera Lan Xu Weipeng Xu Vladislav Golyanik Marc Habermann Lu Fang Christian Theobalt 3DH 25 101 0 30 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 35 321 0 26 Jul 2019
xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera Denis Tomè Patrick Peluse Lourdes Agapito H. Badino EgoV 32 110 0 23 Jul 2019
Patch-based 3D Human Pose Refinement Qingfu Wan Weichao Qiu Alan Yuille 3DH 19 9 0 20 May 2019
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Chen Li Gim Hee Lee 3DH 11 203 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 16 153 0 02 Apr 2019
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose Xiao Sun Chuankang Li Stephen Lin 3DH 17 6 0 17 Nov 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 22 503 0 17 Aug 2018
DRPose3D: Depth Ranking in 3D Human Pose Estimation Min Wang Xipeng Chen Wentao Liu Chao Qian Liang Lin Lizhuang Ma 3DH 22 59 0 23 May 2018
Ordinal Depth Supervision for 3D Human Pose Estimation Georgios Pavlakos Xiaowei Zhou Kostas Daniilidis 3DH 17 334 0 10 May 2018
Learning to Estimate 3D Human Pose and Shape from a Single Color Image Georgios Pavlakos Luyang Zhu Xiaowei Zhou Kostas Daniilidis 3DH 11 603 0 10 May 2018
Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera Weipeng Xu Avishek Chatterjee Michael Zollhoefer Helge Rhodin Pascal Fua Hans-Peter Seidel Christian Theobalt 10 150 0 15 Mar 2018
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 16 392 0 09 Dec 2017
DeepSkeleton: Skeleton Map for 3D Human Pose Regression Qingfu Wan Wei Zhang Xiangyang Xue 3DH 29 9 0 29 Nov 2017
Learning 3D Human Pose from Structure and Motion Rishabh Dabral Anurag Mundhada Uday Kusupati S. Afaque Abhishek Sharma Arjun Jain 3DH 22 24 0 25 Nov 2017
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 27 800 0 22 Nov 2017