Learning Motion Priors for 4D Human Body Capture in 3D Scenes

23 August 2021

Siwei Zhang

Yan Zhang

Federica Bogo

Marc Pollefeys

Siyu Tang

3DH

ArXiv PDF HTML

Papers citing "Learning Motion Priors for 4D Human Body Capture in 3D Scenes"

34 / 84 papers shown

Title
Diffusion-based Generation, Optimization, and Planning in 3D Scenes Siyuan Huang Zan Wang Puhao Li Baoxiong Jia Tengyu Liu Yixin Zhu Wei Liang Song-Chun Zhu DiffM 64 199 0 15 Jan 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
Scene Synthesis from Human Motion Sifan Ye Yixing Wang Jiaman Li Dennis Park C. Karen Liu Huazhe Xu Jiajun Wu 3DH 82 19 0 04 Jan 2023
Full-Body Articulated Human-Object Interaction Nan Jiang Tengyu Liu Zhexuan Cao Jieming Cui Zhiyuan Zhang Yixin Chen Heng Wang Yixin Zhu Siyuan Huang 44 45 0 20 Dec 2022
FineDance: A Fine-grained Choreography Dataset for 3D Full Body Dance Generation Ronghui Li Junfan Zhao Yachao Zhang Mingyang Su Zeping Ren Han Zhang Yansong Tang Xiuhua Li DiffM 30 50 0 07 Dec 2022
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction Yinghao Huang Omid Tehari Michael J. Black Amsterdam 92 61 0 26 Sep 2022
MoCapDeform: Monocular 3D Human Motion Capture in Deformable Scenes Zhi Li Soshi Shimada Bernt Schiele Christian Theobalt Vladislav Golyanik 3DH 13 18 0 17 Aug 2022
The One Where They Reconstructed 3D Humans and Environments in TV Shows Georgios Pavlakos Ethan Weber Matthew Tancik Angjoo Kanazawa 3DH 47 23 0 28 Jul 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields Garvita Tiwari Dimitrije Antic J. E. Lenssen N. Sarafianos Tony Tung Gerard Pons-Moll 3DH 32 92 0 27 Jul 2022
Compositional Human-Scene Interaction Synthesis with Semantic Control Kaifeng Zhao Shaofei Wang Yan Zhang Thabo Beeler Siyu Tang 21 65 0 26 Jul 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 26 137 0 13 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
Representing motion as a sequence of latent primitives, a flexible approach for human motion modelling Mathieu Marsot Stefanie Wuhrer Jean-Sébastien Franco Anne Hélene Olivier 25 2 0 27 Jun 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 24 123 0 20 Jun 2022
Embodied Scene-aware Human Pose Estimation Zhengyi Luo Shun Iwase Ye Yuan Kris M. Kitani 3DH 21 28 0 18 Jun 2022
NeMF: Neural Motion Fields for Kinematic Animation Chen He Jun Saito James Zachary Holly Rushmeier Yi Zhou 3DH 21 45 0 04 Jun 2022
TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement Keyang Zhou Bharat Lal Bhatnagar J. E. Lenssen Gerard Pons-Moll 3DH 23 57 0 16 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
Interaction Replica: Tracking Human-Object Interaction and Scene Changes From Human Motion V. Guzov Julian Chibane R. Marin Yannan He Yunus Saracoglu Torsten Sattler Gerard Pons-Moll 28 17 0 05 May 2022
GIMO: Gaze-Informed Human Motion Prediction in Context Yang Zheng Yanchao Yang Kaichun Mo Jiaman Li Tao Yu Yebin Liu Karen Liu Leonidas J. Guibas 19 76 0 20 Apr 2022
BEHAVE: Dataset and Method for Tracking Human Object Interactions Bharat Lal Bhatnagar Xianghui Xie Ilya A. Petrov C. Sminchisescu Christian Theobalt Gerard Pons-Moll 45 183 0 14 Apr 2022
COAP: Compositional Articulated Occupancy of People Marko Mihajlovic Shunsuke Saito Aayush Bansal Michael Zollhoefer Siyu Tang 3DH 24 58 0 13 Apr 2022
Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture Buzhen Huang Liang Pan Yuan Yang Jingyi Ju Yangang Wang 3DH 14 32 0 26 Mar 2022
Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors Xinyu Yi Yuxiao Zhou Marc Habermann Soshi Shimada Vladislav Golyanik Christian Theobalt F. Xu 19 167 0 16 Mar 2022
Human-Aware Object Placement for Visual Environment Reconstruction Hongwei Yi C. Huang Dimitrios Tzionas Muhammed Kocabas Mohamed Hassan Siyu Tang Justus Thies Michael J. Black 3DH 29 62 0 07 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 30 126 0 03 Mar 2022
SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos Ailing Zeng Lei Yang Xu Ju Jiefeng Li Jianyi Wang Qiang Xu 3DH 29 70 0 27 Dec 2021
SAGA: Stochastic Whole-Body Grasping with Contact Y. Wu Jiahao Wang Yan Zhang Siwei Zhang Otmar Hilliges F. I. F. Richard Yu Siyu Tang SLR 24 78 0 19 Dec 2021
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 21 48 0 16 Dec 2021
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 29 92 0 14 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris M. Kitani Jan Kautz 3DH 42 114 0 02 Dec 2021
Learning to Fit Morphable Models Vasileios Choutas Federica Bogo Jingjing Shen Julien P. C. Valentin 3DH 19 18 0 29 Nov 2021
MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images Shaofei Wang Marko Mihajlovic Qianli Ma Andreas Geiger Siyu Tang 3DH 17 99 0 22 Jun 2021
Contact and Human Dynamics from Monocular Video Davis Rempe Leonidas J. Guibas Aaron Hertzmann Bryan C. Russell Ruben Villegas Jimei Yang 3DH 76 101 0 22 Jul 2020