Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency

21 November 2023

Papers citing "Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency"

38 / 38 papers shown

Title
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Qucheng Peng Ce Zheng Chong Chen 56 18 0 17 Mar 2024
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation Peter Hardy Hansung Kim 3DH 46 7 0 13 Sep 2023
Representation learning of vertex heatmaps for 3D human mesh reconstruction from multi-view images Sungho Chun Sungbum Park Ju Yong Chang 3DH 37 9 0 29 Jun 2023
SportsPose -- A Dynamic 3D sports pose dataset C. K. Ingwersen Christian Mikkelstrup J. N. Jensen M. Hannemose Anders B. Dahl 3DH 50 27 0 04 Apr 2023
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose Tao Jiang Peng Lu Li Zhang Ning Ma Rui Han Chengqi Lyu Yining Li Kai-xiang Chen 3DH 101 166 0 13 Mar 2023
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation Karthik Shetty A. Birkhold Srikrishna Jaganathan Norbert Strobel M. Kowarschik Andreas Maier Bernhard Egger 3DH 97 24 0 21 Nov 2022
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time Haoshu Fang Jiefeng Li Hongyang Tang Chaoshun Xu Haoyi Zhu Yuliang Xiu Yong-Lu Li Cewu Lu 3DH 75 421 0 07 Nov 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 75 153 0 12 Oct 2022
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation S. Roy Leonardo Citraro S. Honari Pascal Fua 3DH 103 10 0 29 Mar 2022
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 86 124 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 92 226 0 02 Mar 2022
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 60 46 0 22 Dec 2021
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses Bastian Wandt James J. Little Helge Rhodin 3DH 62 48 0 14 Dec 2021
MetaPose: Fast 3D Pose from Multiple Views without 3D Supervision Ben Usman Andrea Tagliasacchi Kate Saenko Avneesh Sud 3DH 59 23 0 10 Aug 2021
Sub-millisecond Video Synchronization of Multiple Android Smartphones Azat Akhmetyanov A. Kornilova Marsel Faizullin David Pozo Gonzalo Ferrer HAI 50 4 0 02 Jul 2021
TriPose: A Weakly-Supervised 3D Human Pose Estimation via Triangulation from Video Mohsen Gholami A. Rezaei Helge Rhodin Rabab Ward Z. J. Wang 3DH 109 5 0 14 May 2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Kehong Gong Jianfeng Zhang Jiashi Feng 71 137 0 06 May 2021
3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng Sijie Zhu Matías Mendieta Taojiannan Yang Chong Chen Zhengming Ding ViT 118 452 0 18 Mar 2021
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 72 626 0 17 Dec 2020
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild Bastian Wandt Marco Rudolph Petrissa Zell Helge Rhodin Bodo Rosenhahn 3DH 70 101 0 30 Nov 2020
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild Umar Iqbal Pavlo Molchanov Jan Kautz 3DH 57 117 0 17 Mar 2020
TexturePose: Supervising Human Mesh Estimation with Texture Consistency Georgios Pavlakos Nikos Kolotouros Kostas Daniilidis 3DH 68 107 0 24 Oct 2019
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 101 987 0 27 Sep 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 390 3,614 0 20 Aug 2019
Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation Rahul Mitra N. B. Gundavarapu Abhishek Sharma Arjun Jain 3DH 120 59 0 14 Aug 2019
Learnable Triangulation of Human Pose Karim Iskakov Egor Burkov Victor Lempitsky Yury Malkov 3DH 58 362 0 14 May 2019
Unsupervised 3D Pose Estimation with Geometric Self-Supervision Ching-Hang Chen A. Tyagi Amit Agrawal D. Drover M. Rohith Stefan Stojanov James M. Rehg SSL 3DH 73 200 0 09 Apr 2019
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry Muhammed Kocabas Salih Karagoz Emre Akbas SSL 60 270 0 06 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 128 4,056 0 25 Feb 2019
Learning 3D Human Dynamics from Video Yang Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 70 518 0 04 Dec 2018
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 56 1,012 0 28 Nov 2018
Can 3D Pose be Learned from 2D Projections Alone? D. Drover M. Rohith Ching-Hang Chen Amit Agrawal A. Tyagi C. P. Huynh 63 112 0 22 Aug 2018
Learning Monocular 3D Human Pose Estimation from Multi-view Images Helge Rhodin Jorg Sporri Isinsu Katircioglu Victor Constantin Frédéric Meyer Erich Müller Mathieu Salzmann Pascal Fua 3DH 71 242 0 13 Mar 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 207 1,796 0 18 Dec 2017
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 94 1,079 0 29 Nov 2016
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image Federica Bogo Angjoo Kanazawa Christoph Lassner Peter V. Gehler Javier Romero Michael J. Black 3DH 105 1,583 0 27 Jul 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014