NSF: Neural Surface Fields for Human Modeling from Monocular Depth

28 August 2023

Papers citing "NSF: Neural Surface Fields for Human Modeling from Monocular Depth"

35 / 35 papers shown

Title
FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images Rong Wang F. Prada Ziyan Wang Zhongshi Jiang Chengxiang Yin ... Javier Romero R. Joshi Hongdong Li Jason M. Saragih Yaser Sheikh 3DH 128 1 0 24 Mar 2025
CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition Hongwen Zhang Siyou Lin Ruizhi Shao Yuxiang Zhang Zerong Zheng Han Huang Yandong Guo Yebin Liu 3DH 60 22 0 06 Apr 2023
3D Neural Field Generation using Triplane Diffusion J. Shue E. R. Chan Ryan Po Zachary Ankner Jiajun Wu Gordon Wetzstein DiffM 90 240 0 30 Nov 2022
Capturing and Animation of Body and Clothing from Monocular Video Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 107 93 0 04 Oct 2022
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction Yinghao Huang Omid Tehari Michael J. Black Amsterdam 160 63 0 26 Sep 2022
Neural Point-based Shape Modeling of Humans in Challenging Clothing Qianli Ma Jinlong Yang Michael J. Black Siyu Tang 3DH 41 29 0 14 Sep 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 70 92 0 27 Jul 2022
Learning Implicit Templates for Point-Based Clothed Human Modeling Siyou Lin Hongwen Zhang Zerong Zheng Ruizhi Shao Yebin Liu 3DH 99 46 0 14 Jul 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 76 188 0 14 Apr 2022
SPAMs: Structured Implicit Parametric Models Pablo Rodríguez Palafox N. Sarafianos Tony Tung Angela Dai 89 27 0 20 Jan 2022
HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video Chung-Yi Weng Brian L. Curless Pratul P. Srinivasan Jonathan T. Barron Ira Kemelmacher-Shlizerman 3DH 67 470 0 11 Jan 2022
Free-Viewpoint RGB-D Human Performance Capture and Rendering Phong H. Nguyen N. Sarafianos Christoph Lassner J. Heikkilä Tony Tung 3DH 86 12 0 27 Dec 2021
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 98 310 0 16 Dec 2021
HumanNeRF: Efficiently Generated Human Radiance Field from Sparse Inputs Fuqiang Zhao Wei Yang Jiakai Zhang Pei-Ying Lin Yingliang Zhang Jingyi Yu Lan Xu 3DH 101 114 0 06 Dec 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 166 627 0 22 Nov 2021
The Power of Points for Modeling Humans in Clothing Qianli Ma Jinlong Yang Siyu Tang Michael J. Black 3DH 84 102 0 02 Sep 2021
Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing Garvita Tiwari N. Sarafianos Tony Tung Gerard Pons-Moll 3DH AI4CE 51 123 0 19 Aug 2021
ARCH++: Animation-Ready Clothed Human Reconstruction Revisited Tong He Yuanlu Xu Shunsuke Saito Stefano Soatto Tony Tung 3DH 77 197 0 17 Aug 2021
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering Ruizhi Shao Hongwen Zhang He Zhang Mingjia Chen Yan-Pei Cao Tao Yu Yebin Liu 3DH 49 67 0 07 Jun 2021
Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies Sida Peng Junting Dong Qianqian Wang Shangzhan Zhang Qing Shuai Xiaowei Zhou Hujun Bao 3DH AI4CE 120 377 0 06 May 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements Qianli Ma Shunsuke Saito Jinlong Yang Siyu Tang Michael J. Black 3DH AI4CE 69 97 0 15 Apr 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes Xu Chen Yufeng Zheng Michael J. Black Otmar Hilliges Andreas Geiger 3DH 108 232 0 08 Apr 2021
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks Shunsuke Saito Jinlong Yang Qianli Ma Michael J. Black 3DH 103 214 0 07 Apr 2021
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 132 132 0 23 Oct 2020
Grasping Field: Learning Implicit Representations for Human Grasps Korrawe Karunratanakul Jinlong Yang Yan Zhang Michael J. Black Krikamol Muandet Siyu Tang 3DH 72 211 0 10 Aug 2020
SIZER: A Dataset and Model for Parsing 3D Clothing and Learning Size Sensitive 3D Clothing Garvita Tiwari Bharat Lal Bhatnagar Tony Tung Gerard Pons-Moll 3DH 3DPC AI4CE 105 130 0 22 Jul 2020
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction Zerong Zheng Tao Yu Yebin Liu Qionghai Dai 3DH 66 301 0 08 Jul 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 73 331 0 08 Apr 2020
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Shunsuke Saito Tomas Simon Jason M. Saragih Hanbyul Joo 3DH 75 747 0 01 Apr 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 124 2,595 0 19 Mar 2020
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion Julian Chibane Thiemo Alldieck Gerard Pons-Moll 3DPC 112 496 0 03 Mar 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 106 858 0 24 Feb 2020
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 137 1,257 0 13 May 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 50 1,715 0 11 Apr 2019
DoubleFusion: Real-time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor Tao Yu Zerong Zheng Kaiwen Guo Jianhui Zhao Qionghai Dai Hao Li Gerard Pons-Moll Yebin Liu 3DH 164 274 0 17 Apr 2018