Weakly-Supervised 3D Reconstruction of Clothed Humans via Normal Maps

27 November 2023

Papers citing "Weakly-Supervised 3D Reconstruction of Clothed Humans via Normal Maps"

48 / 48 papers shown

Title
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 83 188 0 31 May 2023
InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds Tianjian Jiang Xu Chen Mingli Song Otmar Hilliges 3DH 78 111 0 20 Dec 2022
IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-view Human Reconstruction K. Chan Guosheng Lin Haiyu Zhao Weisi Lin 3DH 53 26 0 15 Nov 2022
Capturing and Animation of Body and Clothing from Monocular Video Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 113 93 0 04 Oct 2022
Neural Capture of Animatable 3D Human from Monocular Video Gusi Te Xiu Li Xiao Li Jinglu Wang Wei Hu Yan Lu 3DH 73 25 0 18 Aug 2022
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras Ruizhi Shao Zerong Zheng Hongwen Zhang Jingxiang Sun Yebin Liu 73 56 0 16 Jul 2022
Learning Implicit Templates for Point-Based Clothed Human Modeling Siyou Lin Hongwen Zhang Zerong Zheng Ruizhi Shao Yebin Liu 3DH 112 46 0 14 Jul 2022
AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture Zhe Li Zerong Zheng Hongwen Zhang Chaonan Ji Yebin Liu 3DH 65 34 0 05 Jul 2022
Differentiable Rendering of Neural SDFs through Reparameterization Sai Praveen Bangaru Michael Gharbi Tzu-Mao Li Fujun Luan Kalyan Sunkavalli Miloš Hašan Sai Bi Zexiang Xu Gilbert Bernstein F. Durand 57 40 0 10 Jun 2022
FOF: Learning Fourier Occupancy Field for Monocular Real-time Human Reconstruction Qiaojun Feng Yebin Liu Yu-kun Lai Jingyu Yang Kun Li 3DH 58 36 0 05 Jun 2022
SHARP: Shape-Aware Reconstruction of People in Loose Clothing Sai Sagar Jinka Astitva Srivastava R. Chacko Avinash Sharma P. J. Narayanan 3DH 33 18 0 24 May 2022
Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian Hongwen Zhang Yebin Liu Limin Wang 3DH 102 132 0 03 Mar 2022
SelfRecon: Self Reconstruction Your Digital Avatar from Monocular Video Boyi Jiang Yang Hong Hujun Bao Juyong Zhang 3DH 149 160 0 30 Jan 2022
ICON: Implicit Clothed humans Obtained from Normals Yuliang Xiu Jinlong Yang Dimitrios Tzionas Michael J. Black 3DH 98 311 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 108 114 0 06 Dec 2021
Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis Tianchang Shen Jun Gao K. Yin Xuan Li Sanja Fidler 3DV 91 463 0 08 Nov 2021
The Power of Points for Modeling Humans in Clothing Qianli Ma Jinlong Yang Siyu Tang Michael J. Black 3DH 88 102 0 02 Sep 2021
Probabilistic Modeling for Human Mesh Recovery Nikos Kolotouros Georgios Pavlakos Dinesh Jayaraman Kostas Daniilidis 3DH 56 168 0 26 Aug 2021
Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing Garvita Tiwari N. Sarafianos Tony Tung Gerard Pons-Moll 3DH AI4CE 61 123 0 19 Aug 2021
Few-shot Neural Human Performance Rendering from Sparse RGBD Videos Anqi Pang Xin Chen Haimin Luo Minye Wu Jingyi Yu Lan Xu 3DH 135 15 0 14 Jul 2021
Modeling Clothing as a Separate Layer for an Animatable Human Avatar Donglai Xiang F. Prada Timur M. Bagautdinov Weipeng Xu Yuan Dong He Wen Jessica Hodgins Chenglei Wu 3DH AI4CE 66 73 0 28 Jun 2021
Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective Wu Liu Qian Bao Yu Sun Tao Mei 3DH 94 167 0 23 Apr 2021
StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision Yang Hong Juyong Zhang Boyi Jiang Yudong Guo Ligang Liu Hujun Bao 3DH 55 62 0 12 Apr 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 279 701 0 31 Dec 2020
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction Zerong Zheng Tao Yu Yebin Liu Qionghai Dai 3DH 68 301 0 08 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 415 13,048 0 26 May 2020
Bi3D: Stereo Depth Estimation via Binary Classifications Abhishek Badki Alejandro J. Troccoli Kihwan Kim Jan Kautz P. Sen Orazio Gallo 119 75 0 14 May 2020
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Shunsuke Saito Tomas Simon Jason M. Saragih Hanbyul Joo 3DH 78 747 0 01 Apr 2020
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows Andrei Zanfir Eduard Gabriel Bazavan Hongyi Xu Bill Freeman Rahul Sukthankar C. Sminchisescu 3DH 67 135 0 23 Mar 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 129 2,594 0 19 Mar 2020
DeepCap: Monocular Human Performance Capture Using Weak Supervision Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 67 221 0 18 Mar 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 122 859 0 24 Feb 2020
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 71 997 0 16 Dec 2019
Normal Assisted Stereo Depth Estimation Uday Kusupati Shuo Cheng Rui Chen Hao Su 3DV 38 84 0 24 Nov 2019
3D Morphable Face Models -- Past, Present and Future Bernhard Egger W. Smith A. Tewari Stefanie Wuhrer Michael Zollhoefer ... Adam Kortylewski S. Romdhani Christian Theobalt V. Blanz T. Vetter 3DH 77 420 0 03 Sep 2019
FACSIMILE: Fast and Accurate Scans From an Image in Less Than a Second David Smith M. Loper Xiaochen Hu Paris Mavroidis Javier Romero 3DH 50 56 0 02 Sep 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 150 1,258 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 52 1,717 0 11 Apr 2019
SimulCap : Single-View Human Performance Capture with Cloth Simulation Tao Yu Zerong Zheng Y. Zhong Jianhui Zhao Qionghai Dai Gerard Pons-Moll Yebin Liu 3DH 52 116 0 15 Mar 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 131 3,688 0 16 Jan 2019
SiCloPe: Silhouette-Based Clothed People Ryota Natsume Shunsuke Saito Zeng Huang Weikai Chen Chongyang Ma Hao Li Shigeo Morishima 3DH 76 176 0 31 Dec 2018
LiveCap: Real-time Human Performance Capture from Monocular Video Marc Habermann Weipeng Xu Michael Zollhoefer Gerard Pons-Moll Christian Theobalt 3DH 57 155 0 05 Oct 2018
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Mohamed Omran Christoph Lassner Gerard Pons-Moll Peter V. Gehler Bernt Schiele 3DH 89 503 0 17 Aug 2018
BodyNet: Volumetric Inference of 3D Human Body Shapes Gül Varol Duygu Ceylan Bryan C. Russell Jimei Yang Ersin Yumer Ivan Laptev Cordelia Schmid 3DH 43 430 0 13 Apr 2018
3D Human Pose Estimation in the Wild by Adversarial Learning Wei Yang Wanli Ouyang Xinyu Wang Jimmy S. J. Ren Hongsheng Li Xiaogang Wang 3DH 77 373 0 26 Mar 2018
Video Based Reconstruction of 3D People Models Thiemo Alldieck M. Magnor Weipeng Xu Christian Theobalt Gerard Pons-Moll 3DH 151 482 0 13 Mar 2018
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 207 1,796 0 18 Dec 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 174 3,940 0 30 Nov 2017