UV Gaussians: Joint Learning of Mesh Deformation and Gaussian Textures for Human Avatar Modeling

18 March 2024

Xiaoyu Li

Ying Shan

Papers citing "UV Gaussians: Joint Learning of Mesh Deformation and Gaussian Textures for Human Avatar Modeling"

50 / 50 papers shown

Title
Interactive Rendering of Relightable and Animatable Gaussian Avatars Youyi Zhan Tianjia Shao He Wang Yin Yang Kun Zhou 3DGS 130 2 0 15 Jul 2024
SMPLX-Lite: A Realistic and Drivable Avatar Benchmark with Rich Geometry and Texture Annotations Yujiao Jiang Qingmin Liao Zhaolong Wang Xiangru Lin Zongqing Lu Yuxi Zhao Hanqing Wei Jingrui Ye Yu Zhang Zhijing Shao 3DH 74 4 0 30 May 2024
HeadStudio: Text to Animatable Head Avatars with 3D Gaussian Splatting Zhen Zhou Fan Ma Hehe Fan Yi Yang 3DGS 84 24 0 09 Feb 2024
STAF: 3D Human Mesh Recovery from Video with Spatio-Temporal Alignment Fusion Wei Yao Hongwen Zhang Yunlian Sun Jinhui Tang 3DH 78 9 0 03 Jan 2024
3DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting Zhiyin Qian Shaofei Wang Marko Mihajlovic Andreas Geiger Siyu Tang 3DGS 85 117 0 14 Dec 2023
ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering Haokai Pang Heming Zhu Adam Kortylewski Christian Theobalt Marc Habermann 3DGS 121 63 0 10 Dec 2023
GauHuman: Articulated Gaussian Splatting from Monocular Human Videos Shou-Yong Hu Ziwei Liu 3DGS 90 107 0 05 Dec 2023
GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians Liangxiao Hu Hongwen Zhang Yuxiang Zhang Boyao Zhou Boning Liu Shengping Zhang Liqiang Nie 3DGS 73 112 0 04 Dec 2023
HUGS: Human Gaussian Splats Muhammed Kocabas Jen-Hao Rick Chang J. Gabriel Oncel Tuzel Anurag Ranjan 3DGS 98 99 0 29 Nov 2023
SplatArmor: Articulated Gaussian splatting for animatable humans from monocular RGB videos Rohit Jena Ganesh Iyer Siddharth Choudhary Brandon M. Smith Pratik Chaudhari James C. Gee 3DGS 86 26 0 17 Nov 2023
Drivable 3D Gaussian Avatars Wojciech Zielonka Timur M. Bagautdinov Shunsuke Saito Michael Zollhöfer Justus Thies Javier Romero 3DGS 163 99 0 14 Nov 2023
High-Quality Animatable Dynamic Garment Reconstruction from Monocular Videos Xiongzheng Li Jinsong Zhang Yu-kun Lai Jingyu Yang Kun-Jhih Li 3DH 58 8 0 02 Nov 2023
3D Gaussian Splatting for Real-Time Radiance Field Rendering Bernhard Kerbl Georgios Kopanas Thomas Leimkuehler G. Drettakis 3DGS 240 3,790 0 08 Aug 2023
HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion Mustafa Işık Martin Rünz Markos Georgopoulos Taras Khakhulin J. Starck Lourdes Agapito Matthias Nießner 3DH 71 134 0 10 May 2023
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video Lizhen Wang Xiaochen Zhao Jingxiang Sun Yuxiang Zhang Hongwen Zhang Tao Yu Yebin Liu 3DH 86 38 0 01 May 2023
Learning Locally Editable Virtual Humans Hsuan-I Ho Lixin Xue Mingli Song Otmar Hilliges 3DH 91 39 0 28 Apr 2023
PoseVocab: Learning Joint-structured Pose Embeddings for Human Avatar Modeling Zhe Li Zerong Zheng Yuxiao Liu Boyao Zhou Yebin Liu 3DH 72 50 0 25 Apr 2023
ARAH: Animatable Volume Rendering of Articulated Human SDFs Shaofei Wang Katja Schwarz Andreas Geiger Siyu Tang 3DH 83 134 0 18 Oct 2022
Capturing and Animation of Body and Clothing from Monocular Video Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 122 94 0 04 Oct 2022
Structured Local Radiance Fields for Human Avatar Modeling Zerong Zheng Han Huang Tao Yu Hongwen Zhang Yandong Guo Yebin Liu 3DH 78 117 0 28 Mar 2022
UV Volumes for Real-time Rendering of Editable Free-view Human Performance Yue Chen Xuan Wang Xingyu Chen Qi Zhang Xiaoyu Li Yu-Xiao Guo Jue Wang Fei Wang DiffM 3DH 87 45 0 27 Mar 2022
NeuMan: Neural Human Radiance Field from a Single Video Wei Jiang K. M. Yi Golnoosh Samei Oncel Tuzel Anurag Ranjan 3DH 89 226 0 23 Mar 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 341 4,054 0 16 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 94 472 0 11 Jan 2022
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion Hongyi Xu Thiemo Alldieck C. Sminchisescu 3DH 71 183 0 26 Oct 2021
Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On I. Santesteban Nils Thuerey M. Otaduy Dan Casas 3DH 56 99 0 13 May 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 133 378 0 06 May 2021
Neural Articulated Radiance Field Atsuhiro Noguchi Xiao Sun Stephen Lin Tatsuya Harada 3DH AI4CE 78 224 0 07 Apr 2021
A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose Shih-Yang Su Frank Yu Michael Zollhoefer Helge Rhodin 3DH 210 257 0 11 Feb 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng Yuanqing Zhang Yinghao Xu Qianqian Wang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 285 702 0 31 Dec 2020
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 147 132 0 23 Oct 2020
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction Bharat Lal Bhatnagar C. Sminchisescu Christian Theobalt Gerard Pons-Moll 3DH 105 197 0 22 Jul 2020
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style Chaitanya Patel Zhouyingcheng Liao Gerard Pons-Moll 3DH AI4CE 116 262 0 10 Mar 2020
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop Nikos Kolotouros Georgios Pavlakos Michael J. Black Kostas Daniilidis 3DH 103 989 0 27 Sep 2019
Multi-Garment Net: Learning to Dress 3D People from Images Bharat Lal Bhatnagar Garvita Tiwari Christian Theobalt Gerard Pons-Moll 3DH AI4CE 70 399 0 19 Aug 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 62 1,725 0 11 Apr 2019
Learning to Reconstruct People in Clothing from a Single RGB Camera Thiemo Alldieck M. Magnor Bharat Lal Bhatnagar Christian Theobalt Gerard Pons-Moll 3DH 86 329 0 14 Mar 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,707 0 16 Jan 2019
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Gines Hidalgo Tomas Simon S. Wei Yaser Sheikh 3DH CVBM 124 4,599 0 18 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 619 10,595 0 12 Dec 2018
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 253 2,908 0 10 Dec 2018
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping Erhan Gundogdu Victor Constantin Amrollah Seifoddini Minh Dang Mathieu Salzmann Pascal Fua AI4CE 3DH 3DPC 65 138 0 27 Nov 2018
DeepWrinkles: Accurate and Realistic Clothing Modeling Zorah Lähner Daniel Cremers Tony Tung 3DH DiffM 82 213 0 10 Aug 2018
Detailed Human Avatars from Monocular Video Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 89 224 0 03 Aug 2018
Video Based Reconstruction of 3D People Models Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 3DH 167 483 0 13 Mar 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 288 1,407 0 01 Feb 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,920 0 11 Jan 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 228 1,801 0 18 Dec 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014