Self-Supervised Learning of 3D Human Pose using Multi-view Geometry

6 March 2019

Papers citing "Self-Supervised Learning of 3D Human Pose using Multi-view Geometry"

50 / 56 papers shown

Title
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 232 1 0 08 Feb 2025
MEGA: Masked Generative Autoencoder for Human Mesh Recovery Guénolé Fiche Simon Leglaive Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 63 1 0 29 May 2024
Sports Analysis and VR Viewing System Based on Player Tracking and Pose Estimation with Multimodal and Multiview Sensors Wenxuan Guo Zhiyu Pan Ziheng Xi Alapati Tuerxun Jianjiang Feng Jie Zhou 29 2 0 02 May 2024
MoCap-to-Visual Domain Adaptation for Efficient Human Mesh Estimation from 2D Keypoints Bedirhan Uguz Ozhan Suat Batuhan Karagöz Emre Akbas 43 0 0 10 Apr 2024
BodyMAP -- Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed Abhishek Tandon Anujraaj Goyal Henry M. Clever Zackory M. Erickson MedIm AI4CE 3DH 36 4 0 04 Apr 2024
Occlusion Resilient 3D Human Pose Estimation S. Roy I. Badanin S. Honari Pascal Fua 3DH 45 0 0 16 Feb 2024
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency C. K. Ingwersen Anders Bjorholm Dahl Rasmus Nylander J. N. Jensen Anders B. Dahl M. Hannemose 62 2 0 21 Nov 2023
Augmenting Vision-Based Human Pose Estimation with Rotation Matrix Milad Vazan F. Masoumi Ruizhi Ou Reza Rawassizadeh 21 2 0 09 Oct 2023
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding Yu Cheng Bo Wang R. Tan 3DH 42 0 0 21 Sep 2023
3D Keypoint Estimation Using Implicit Representation Learning Xiangyu Zhu Dong Du Haibin Huang Chongyang Ma Xiaoguang Han 3DH 3DPC 34 1 0 20 Jun 2023
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention Alec Diaz-Arias Dmitriy Shin ViT 21 10 0 04 Apr 2023
View Consistency Aware Holistic Triangulation for 3D Human Pose Estimation Xiaoyue Wan Zhuo Chen Xu Zhao 3DH 26 6 0 22 Feb 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 Lei Li 3DH 24 14 0 08 Jan 2023
Multi-person 3D pose estimation from unlabelled data Daniel Rodriguez-Criado P. Bachiller George Vogiatzis Luis J. Manso 3DH 23 2 0 16 Dec 2022
BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos Jennifer J. Sun Lili Karashchuk Amil Dravid Serim Ryou Sonia Fereidooni ... Bingni W. Brunton Georgia Gkioxari Ann Kennedy Yisong Yue Pietro Perona 3DPC 37 16 0 14 Dec 2022
Instance-specific 6-DoF Object Pose Estimation from Minimal Annotations R. P. Singh Iori Kumagai Antonio Gabas M. Benallegue Yusuke Yoshiyasu F. Kanehiro 25 1 0 27 Jul 2022
SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space Zihan Wang Ruimin Chen Mengxuan Liu Guanfang Dong Anup Basu 3DH 27 1 0 04 Jun 2022
Koopman pose predictions for temporally consistent human walking estimations M. Mitjans David M. Levine L. Awad Roberto Tron 3DH 28 1 0 05 May 2022
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation Jogendra Nath Kundu Siddharth Seth Anirudh Gururaj Jamkhandi Pradyumna Varun Jampani Anirban Chakraborty R. Venkatesh Babu 3DH 26 9 0 05 Apr 2022
NIMBLE: A Non-rigid Hand Model with Bones and Muscles Yuwei Li Longwen Zhang Zesong Qiu Ying-Ping Jiang Nianyi Li Yuexin Ma Yuyao Zhang Lan Xu Jingyi Yu 3DH 21 14 0 09 Feb 2022
Estimating Egocentric 3D Human Pose in the Wild with External Weak Supervision Jian Wang Lingjie Liu Weipeng Xu Kripasindhu Sarkar D. Luvizon Christian Theobalt EgoV 22 32 0 20 Jan 2022
Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving Jingxiao Zheng X. Shi Alexander N. Gorban Junhua Mao Yang Song ... Visesh Chari Andre Cornman Yin Zhou Congcong Li Drago Anguelov 3DH 18 44 0 22 Dec 2021
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation Mohsen Gholami Bastian Wandt Helge Rhodin Rabab Ward Z. J. Wang 3DH 36 46 0 22 Dec 2021
Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects Atsuhiro Noguchi Umar Iqbal Jonathan Tremblay Tatsuya Harada Orazio Gallo 49 47 0 21 Dec 2021
PoseKernelLifter: Metric Lifting of 3D Human Pose using Sound Zhijian Yang Xiaoran Fan Volkan Isler H. Park 3DH 24 6 0 01 Dec 2021
Learning Temporal 3D Human Pose Estimation with Pseudo-Labels Arij Bouazizi U. Kressel Vasileios Belagiannis 3DH 30 6 0 14 Oct 2021
HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media Anargyros Chatzitofis Leonidas Saroglou Prodromos Boutis Petros Drakoulis N. Zioulis ... C. Charbonnier Pablo César D. Zarpalas Stefanos D. Kollias P. Daras 3DH 37 48 0 14 Oct 2021
SPEC: Seeing People in the Wild with an Estimated Camera Muhammed Kocabas C. Huang J. Tesch Lea Müller Otmar Hilliges Michael J. Black 3DH 32 140 0 01 Oct 2021
Semi-supervised Dense Keypoints Using Unlabeled Multiview Images Zhixuan Yu Haozheng Yu Long Sha Sujoy Ganguly H. Park 3DV 18 2 0 20 Sep 2021
Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition Xiaodan Hu Narendra Ahuja 30 20 0 19 Sep 2021
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension Roman Shapovalov David Novotny Benjamin Graham Patrick Labatut Andrea Vedaldi 3DH 25 9 0 31 Aug 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 34 5 0 12 Aug 2021
Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network Guoliang Hua Hong Liu Wenhao Li Qian Zhang Runwei Ding Xin Xu 3DH 40 31 0 23 May 2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Kehong Gong Jianfeng Zhang Jiashi Feng 30 136 0 06 May 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation Umar Iqbal Kevin Xie Yunrong Guo Jan Kautz Pavlo Molchanov 3DH 16 35 0 27 Apr 2021
Temporal Consistency Loss for High Resolution Textured and Clothed 3DHuman Reconstruction from Monocular Video Akin Caliskan A. Mustafa A. Hilton 3DH 27 3 0 19 Apr 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 25 189 0 26 Mar 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting A. Bhunia Pinaki Nath Chowdhury Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song SSL 20 59 0 25 Mar 2021
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild Bastian Wandt Marco Rudolph Petrissa Zell Helge Rhodin Bodo Rosenhahn 3DH 30 101 0 30 Nov 2020
CGAP2: Context and gap aware predictive pose framework for early detection of gestures Nishant Bhattacharya Suresh Sundaram 21 0 0 18 Nov 2020
Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation Nikolas Klug Moritz Einfalt Stephan Brehm Rainer Lienhart 29 1 0 23 Oct 2020
Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization Cheng Yu Bo Wang Bo Yang R. Tan 3DH 27 3 0 13 Oct 2020
A review of 3D human pose estimation algorithms for markerless motion capture Yann Desmarais Denis Mottet P. Slangen P. Montesinos 3DH 38 136 0 13 Oct 2020
Orientation Keypoints for 6D Human Pose Estimation Martin Fisch R. Clark 3DH 19 11 0 10 Sep 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 35 165 0 01 Sep 2020
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses Chen Li Gim Hee Lee 3DH 14 31 0 13 Aug 2020
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation Jianfeng Zhang Xuecheng Nie Jiashi Feng 33 44 0 04 Jul 2020
Cascaded deep monocular 3D human pose estimation with evolutionary training data Shichao Li Lei Ke Kevin Pratama Yu-Wing Tai Chi-Keung Tang Kwang-Ting Cheng 3DH 19 155 0 14 Jun 2020
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training Yu Cheng Bo Yang Bo Wang R. Tan 3DH 29 130 0 07 Apr 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 15 117 0 17 Mar 2020