Self-supervised Learning of Motion Capture

4 December 2017

Papers citing "Self-supervised Learning of Motion Capture"

50 / 89 papers shown

Title
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
Gaussian Control with Hierarchical Semantic Graphs in 3D Human Recovery Hongsheng Wang Weiyue Zhang Sihao Liu Xinrui Zhou Jing Li Zhanyun Tang Shengyu Zhang Fei Wu Feng Lin 48 3 0 21 May 2024
Personalized 3D Human Pose and Shape Refinement Tom Wehrbein Bodo Rosenhahn Iain A. Matthews Carsten Stoll 3DH 33 1 0 18 Mar 2024
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding Yu Cheng Bo Wang R. Tan 3DH 34 0 0 21 Sep 2023
EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild Manuel Kaufmann Mingli Song Chen Guo Kaiyue Shen Tianjian Jiang Chengcheng Tang Juan Jose Zarate Otmar Hilliges 3DH 34 39 0 31 Aug 2023
ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning Yuxiang Zhang Hongwen Zhang Liangxiao Hu Jiajun Zhang Hongwei Yi Shengping Zhang Yebin Liu 3DH 43 4 0 03 Jul 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 24 34 0 12 Apr 2023
PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation Qihao Liu Adam Kortylewski Alan Yuille OODD 46 12 0 13 Mar 2023
Mesh-based 3D Motion Tracking in Cardiac MRI using Deep Learning Qingjie Meng Wenjia Bai Tianrui Liu D. O’Regan Daniel Rueckert 36 7 0 05 Sep 2022
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images Hongwen Zhang Yating Tian Yuxiang Zhang Mengcheng Li Liang An Zhenan Sun Yebin Liu 3DH 31 138 0 13 Jul 2022
Capturing and Inferring Dense Full-Body Human-Scene Contact C. Huang Hongwei Yi Markus Hoschle Matvey Safroshkin Tsvetelina Alexiadis Senya Polikovsky D. Scharstein Michael J. Black 3DH 35 123 0 20 Jun 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 28 52 0 02 Jun 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 30 47 0 27 Mar 2022
Reinforcement-based frugal learning for satellite image change detection Sebastien Deschamps H. Sahbi 30 1 0 22 Mar 2022
Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection H. Sahbi Sebastien Deschamps 33 0 0 22 Mar 2022
PanoFlow: Learning 360° Optical Flow for Surrounding Temporal Understanding Haowen Shi Yifan Zhou Kailun Yang Xiaoyue Yin Ze Wang Yaozu Ye Zhen-fei Yin Shi Meng Peng Li Kaiwei Wang 3DPC 50 20 0 27 Feb 2022
EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices Siwei Zhang Qianli Ma Yan Zhang Zhiyin Qian Taein Kwon Marc Pollefeys Federica Bogo Siyu Tang 32 92 0 14 Dec 2021
Probabilistic Estimation of 3D Human Shape and Pose with a Semantic Local Parametric Model A. Sengupta Ignas Budvytis R. Cipolla 3DH 25 5 0 30 Nov 2021
Human Performance Capture from Monocular Video in the Wild Chen Guo Xu Chen Mingli Song Otmar Hilliges 3DH 21 29 0 29 Nov 2021
Active learning for interactive satellite image change detection H. Sahbi Sebastien Deschamps Andrei Stoian 42 6 0 08 Oct 2021
Learning to Regress Bodies from Images using Differentiable Semantic Rendering Sai Kumar Dwivedi Nikos Athanasiou Muhammed Kocabas Michael J. Black 3DH 22 54 0 07 Oct 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 37 21 0 28 Sep 2021
Learning Motion Priors for 4D Human Body Capture in 3D Scenes Siwei Zhang Yan Zhang Federica Bogo Marc Pollefeys Siyu Tang 3DH 33 104 0 23 Aug 2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction Brandon Leung Chih-Hui Ho Nuno Vasconcelos 23 5 0 23 Aug 2021
FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration Yu Rong Takaaki Shiratori Hanbyul Joo 3DH CVBM 30 193 0 13 Aug 2021
Detailed Avatar Recovery from Single Image Hao Zhu Wei Ji Haotian Yang Sen Wang Xun Cao Ruigang Yang 3DH 35 20 0 06 Aug 2021
DOVE: Learning Deformable 3D Objects by Watching Videos Shangzhe Wu Tomas Jakab Christian Rupprecht Andrea Vedaldi 3DH 36 60 0 22 Jul 2021
SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption Dara Bahri Heinrich Jiang Yi Tay Donald Metzler SSL 19 163 0 29 Jun 2021
To The Point: Correspondence-driven monocular 3D category reconstruction Filippos Kokkinos Iasonas Kokkinos 3DH 3DPC 26 24 0 10 Jun 2021
3D Human Pose Estimation Based on 2D-3D Consistency with Synchronized Adversarial Training Yicheng Deng Cheng Sun Yong-Chao Sun Jiahui Zhu 3DH 19 2 0 08 Jun 2021
AGORA: Avatars in Geography Optimized for Regression Analysis Priyanka Patel C. Huang J. Tesch David T. Hoffmann Shashank Tripathi Michael J. Black 27 204 0 29 Apr 2021
Keypoint Transformer: Solving Joint Identification in Challenging Hands and Object Interactions for Accurate 3D Pose Estimation Shreyas Hampali S. Sarkar Mahdi Rad Vincent Lepetit 3DH 23 132 0 29 Apr 2021
PARE: Part Attention Regressor for 3D Human Body Estimation Muhammed Kocabas C. Huang Otmar Hilliges Michael J. Black 3DH 41 402 0 17 Apr 2021
Evaluating Neural Word Embeddings for Sanskrit Kevin Qinghong Lin Om Adideva Digumarthi Komal Laxmidhar Behera Pawan Goyal 29 12 0 01 Apr 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwen Zhang Yating Tian Xinchi Zhou Wanli Ouyang Yebin Liu Limin Wang Zhenan Sun 3DH 33 297 0 30 Mar 2021
Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction Shanyan Guan Jingwei Xu Yunbo Wang Bingbing Ni Xiaokang Yang 3DH 33 50 0 30 Mar 2021
Learning Parallel Dense Correspondence from Spatio-Temporal Descriptors for Efficient and Robust 4D Reconstruction Jiapeng Tang Dan Xu Kui Jia Lei Zhang 3DPC 3DH 24 31 0 30 Mar 2021
Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild A. Sengupta Ignas Budvytis R. Cipolla 3DH 24 59 0 19 Mar 2021
PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos Tianyu Luan Yali Wang Junhao Zhang Zhe Wang Zhipeng Zhou Yu Qiao 3DH 26 38 0 16 Mar 2021
Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles Jevgenij Gamper Nasir M. Rajpoot 27 62 0 08 Mar 2021
A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose Shih-Yang Su Frank Yu Michael Zollhoefer Helge Rhodin 3DH 165 252 0 11 Feb 2021
S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling Ze Yang Shenlong Wang S. Manivasagam Zeng Huang Wei-Chiu Ma Xinchen Yan Ersin Yumer R. Urtasun 3DH 77 73 0 17 Jan 2021
Human Mesh Recovery from Multiple Shots Georgios Pavlakos Jitendra Malik Angjoo Kanazawa 3DH 45 57 0 17 Dec 2020
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 34 613 0 17 Dec 2020
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 27 33 0 09 Dec 2020
4D Human Body Capture from Egocentric Video via 3D Scene Grounding Miao Liu Dexin Yang Yan Zhang Zhaopeng Cui James M. Rehg Siyu Tang 24 38 0 26 Nov 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
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 25 320 0 26 Oct 2020
Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization Cheng Yu Bo Wang Bo Yang R. Tan 3DH 22 3 0 13 Oct 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