Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach

8 April 2017

Papers citing "Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach"

50 / 258 papers shown

Title
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 140 0 0 08 Feb 2025
Graph and Skipped Transformer: Exploiting Spatial and Temporal Modeling Capacities for Efficient 3D Human Pose Estimation Mengmeng Cui Kunbo Zhang Zhenan Sun ViT 26 0 0 03 Jul 2024
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information Sihan Wen Xiantan Zhu Zhiming Tan 3DH 31 0 0 03 Jun 2024
Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding Niloofar Azizi Mohsen Fayyaz Horst Bischof 31 0 0 27 May 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 66 1 0 27 May 2024
AutoSoccerPose: Automated 3D posture Analysis of Soccer Shot Movements Calvin Yeung Kenjiro Ide Keisuke Fujii 3DH 23 7 0 20 May 2024
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues Vandad Davoodnia Saeed Ghorbani M. Carbonneau Alexandre Messier Ali Etemad 40 0 0 23 Apr 2024
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation V. Srivastav Keqi Chen N. Padoy 25 8 0 02 Apr 2024
Occlusion Resilient 3D Human Pose Estimation S. Roy I. Badanin S. Honari Pascal Fua 3DH 14 0 0 16 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 30 3 0 29 Jan 2024
Deep Learning Approaches for Seizure Video Analysis: A Review David Ahmedt-Aristizabal M. Armin Zeeshan Hayder Norberto Garcia-Cairasco Lars Petersson Clinton Fookes Simon Denman A. McGonigal 26 21 0 18 Dec 2023
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 24 2 0 11 Dec 2023
RSB-Pose: Robust Short-Baseline Binocular 3D Human Pose Estimation with Occlusion Handling Xiaoyue Wan Zhuo Chen Yiming Bao Xu Zhao 3DH 19 2 0 24 Nov 2023
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
Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape Jiacong Xu Yi Zhang Jia-Xiong Peng Wufei Ma Artur Jesslen ... Jie Liu Yushan Xie Yawen Cui Alan Yuille Adam Kortylewski 3DH 32 20 0 22 Aug 2023
PoseGraphNet++: Enriching 3D Human Pose with Orientation Estimation Soubarna Banik Edvard Avagyan Sayantan Auddy Alejandro Mendoza Gracia Alois C. Knoll 3DH 19 0 0 22 Aug 2023
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation Yi Zhang Pengliang Ji Angtian Wang Jieru Mei Adam Kortylewski Alan Yuille 3DH 18 26 0 19 Aug 2023
Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction Yufei Zhang Hanjing Wang Jeffrey O. Kephart Q. Ji 3DH 16 9 0 01 Aug 2023
Iterative Graph Filtering Network for 3D Human Pose Estimation Zaedul Islam A. Ben Hamza 3DH 45 3 0 29 Jul 2023
Regular Splitting Graph Network for 3D Human Pose Estimation Md. Tanvir Hassan A. Ben Hamza 3DH 19 19 0 09 May 2023
HybrIK-X: Hybrid Analytical-Neural Inverse Kinematics for Whole-body Mesh Recovery Jiefeng Li Siyuan Bian Chaoshun Xu Zhicun Chen Lixin Yang Cewu Lu 3DH 22 34 0 12 Apr 2023
Self-supervised 3D Human Pose Estimation from a Single Image José Sosa David C. Hogg SSL 3DH 24 6 0 05 Apr 2023
A Hybrid ANN-SNN Architecture for Low-Power and Low-Latency Visual Perception Asude Aydin Mathias Gehrig Daniel Gehrig Davide Scaramuzza 21 10 0 24 Mar 2023
Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes Xu Ju Ailing Zeng Jianan Wang Qian Xu Lei Zhang 3DH 27 45 0 05 Mar 2023
HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose Estimation Kai Zhai Qiang Nie Bo Ouyang Xiang Li Shanlin Yang 27 4 0 28 Feb 2023
HTNet: Human Topology Aware Network for 3D Human Pose Estimation Jia Cai Hong Liu Runwei Ding Wenhao Li Jianbing Wu Miaoju Ban 3DH 20 13 0 20 Feb 2023
3D Human Pose Lifting with Grid Convolution Yangyuxuan Kang Yuyang Liu Anbang Yao Shandong Wang Enhua Wu 3DH 19 5 0 17 Feb 2023
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation Han Li Bowen Shi Wenrui Dai Hongwei Zheng Bo Wang Yu Sun Mingzhe Guo Chenlin Li Junni Zou H. Xiong ViT 28 39 0 15 Feb 2023
Scene-Aware 3D Multi-Human Motion Capture from a Single Camera D. Luvizon Marc Habermann Vladislav Golyanik Adam Kortylewski Christian Theobalt 3DH HAI 22 18 0 12 Jan 2023
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations Cheng-Yen Yang Jiajia Luo Lu Xia Yuyin Sun Nan Qiao Ke Zhang Zhongyu Jiang Jenq-Neng Hwang 3DH 13 14 0 08 Jan 2023
Learning to Estimate 3D Human Pose from Point Cloud Yufan Zhou Haiwei Dong Abdulmotaleb El Saddik 3DH 23 31 0 25 Dec 2022
Markerless Body Motion Capturing for 3D Character Animation based on Multi-view Cameras Jin-Bao Wang Ke Lu Jian Xue 3DH 14 3 0 12 Dec 2022
MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis Rishabh Dabral Muhammad Hamza Mughal Vladislav Golyanik Christian Theobalt DiffM VGen 32 171 0 08 Dec 2022
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic Model Jeongjun Choi D. Shim H. J. Kim 18 33 0 06 Dec 2022
AIO-P: Expanding Neural Performance Predictors Beyond Image Classification Keith G. Mills Di Niu Mohammad Salameh Weichen Qiu Fred X. Han Puyuan Liu Jialin Zhang Wei Lu Shangling Jui 33 7 0 30 Nov 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Lasse Hansen Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 24 13 0 22 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
HiFECap: Monocular High-Fidelity and Expressive Capture of Human Performances Yue-Ren Jiang Marc Habermann Vladislav Golyanik Christian Theobalt 3DH 41 11 0 11 Oct 2022
D&D: Learning Human Dynamics from Dynamic Camera Jiefeng Li Siyuan Bian Chaoshun Xu Gang Liu Gang Yu Cewu Lu 28 39 0 19 Sep 2022
Optimising 2D Pose Representation: Improve Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation Peter Hardy S. Dasmahapatra Hansung Kim 3DH 18 0 0 01 Sep 2022
K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation Weixi Zhao Weiqiang Wang ViT 3DPC 19 2 0 24 Aug 2022
Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation Sebastian Lutz R. Blythman Koustav Ghosal Matthew Moynihan C. Simms A. Smolic ViT 21 15 0 07 Aug 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
VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data Jiajun Su Chunyu Wang Xiaoxuan Ma Wenjun Zeng Yizhou Wang 3DH 29 13 0 20 Jul 2022
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior Buzhen Huang Y. Shu Jingyi Ju Yangang Wang 3DH 13 12 0 12 Jul 2022
PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning S. Guan Haiyan Lu Linchao Zhu Gengfa Fang 31 7 0 07 Jul 2022
GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation Wenhao Li Hong Liu Tianyu Guo Runwei Ding Haoling Tang 3DH 14 27 0 13 Jun 2022
MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose Chenyan Wu Yandong Li Xianfeng Tang James Z. Wang 3DH 24 3 0 25 May 2022
"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation Peter Hardy S. Dasmahapatra Hansung Kim 11 0 0 12 May 2022
HULC: 3D Human Motion Capture with Pose Manifold Sampling and Dense Contact Guidance Soshi Shimada Vladislav Golyanik Zhi Li Patrick Pérez Weipeng Xu Christian Theobalt 3DH 27 26 0 11 May 2022