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

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

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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 22 199 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 14 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 61 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 31 24 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 15 49 0 07 Dec 2022
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction Yinghao Huang Omid Tehari Michael J. Black Amsterdam 66 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 9 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 35 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 90 0 27 Jul 2022
Compositional Human-Scene Interaction Synthesis with Semantic Control Kaifeng Zhao Shaofei Wang Yan Zhang Thabo Beeler Siyu Tang 9 42 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 12 137 0 13 Jul 2022
Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior Buzhen Huang Y. Shu Jingyi Ju Yangang Wang 3DH 6 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 17 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 14 123 0 20 Jun 2022
Embodied Scene-aware Human Pose Estimation Zhengyi Luo Shun Iwase Ye Yuan Kris M. Kitani 3DH 11 22 0 18 Jun 2022
NeMF: Neural Motion Fields for Kinematic Animation Chen He Jun Saito James Zachary Holly Rushmeier Yi Zhou 3DH 11 43 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 13 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 17 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 8 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 11 75 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 19 183 0 14 Apr 2022
COAP: Compositional Articulated Occupancy of People Marko Mihajlovic Shunsuke Saito Aayush Bansal Michael Zollhoefer Siyu Tang 3DH 11 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 4 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 11 163 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 15 62 0 07 Mar 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 14 101 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 16 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 21 60 0 19 Dec 2021
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 6 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 19 93 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 31 115 0 02 Dec 2021
Learning to Fit Morphable Models Vasileios Choutas Federica Bogo Jingjing Shen Julien P. C. Valentin 3DH 6 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 10 91 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 65 99 0 22 Jul 2020