Neural Unsigned Distance Fields for Implicit Function Learning

26 October 2020

Papers citing "Neural Unsigned Distance Fields for Implicit Function Learning"

50 / 243 papers shown

Title
NeuralUDF: Learning Unsigned Distance Fields for Multi-view Reconstruction of Surfaces with Arbitrary Topologies Xiaoxiao Long Chu-Hsing Lin Lingjie Liu Yuan Liu Peng Wang Christian Theobalt Taku Komura Wenping Wang 101 71 0 25 Nov 2022
DeepJoin: Learning a Joint Occupancy, Signed Distance, and Normal Field Function for Shape Repair N. Lamb Sean Banerjee N. Banerjee 3DV 134 8 0 22 Nov 2022
Layered-Garment Net: Generating Multiple Implicit Garment Layers from a Single Image Alakh Aggarwal Ji-kai Wang S. Hogue Saifeng Ni M. Budagavi Xiaohu Guo 3DH AI4CE 161 9 0 22 Nov 2022
DrapeNet: Garment Generation and Self-Supervised Draping Luca de Luigi Ren Li Benoît Guillard Mathieu Salzmann Pascal Fua 3DH AI4CE 90 39 0 21 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 130 24 0 11 Nov 2022
Neural Grasp Distance Fields for Robot Manipulation Thomas Weng David Held Franziska Meier Mustafa Mukadam 160 49 0 04 Nov 2022
Learning Neural Implicit Representations with Surface Signal Parameterizations Yanran Guan Andrei Chubarau Ruby Rao Derek Nowrouzezahrai AI4CE 110 4 0 01 Nov 2022
NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields Liangchen Song Anpei Chen Zhong Li Zhaoyu Chen Lele Chen Junsong Yuan Yi Tian Xu Andreas Geiger 229 157 0 28 Oct 2022
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds M. Arshad William J. Beksi 3DPC 3DV 106 3 0 26 Oct 2022
Single Image Super-Resolution via a Dual Interactive Implicit Neural Network Q. Nguyen William J. Beksi SupR 110 20 0 23 Oct 2022
CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Yi Fang Zhizhong Han 3DPC 183 52 0 06 Oct 2022
NeuralMeshing: Differentiable Meshing of Implicit Neural Representations Mathias Vetsch Sandro Lombardi Marc Pollefeys Martin R. Oswald 65 4 0 05 Oct 2022
Capturing and Animation of Body and Clothing from Monocular Video Yao Feng Jinlong Yang Marc Pollefeys Michael J. Black Timo Bolkart 3DH 155 104 0 04 Oct 2022
Structure-Aware NeRF without Posed Camera via Epipolar Constraint Shu Chen Yang Zhang Yaxin Xu Beiji Zou 107 8 0 01 Oct 2022
NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning Ruiqi Ni A. H. Qureshi AI4CE 159 22 0 30 Sep 2022
3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions Petros Tzathas Petros Maragos A. Roussos 66 6 0 28 Sep 2022
DIG: Draping Implicit Garment over the Human Body Ren Li Benoît Guillard Edoardo Remelli Pascal Fua 3DH AI4CE 140 21 0 22 Sep 2022
PREF: Predictability Regularized Neural Motion Fields Liangchen Song Xuan Gong Benjamin Planche Meng Zheng David Doermann Junsong Yuan Terrence Chen Ziyan Wu 125 13 0 21 Sep 2022
Neural Point-based Shape Modeling of Humans in Challenging Clothing Qianli Ma Jinlong Yang Michael J. Black Siyu Tang 3DH 78 29 0 14 Sep 2022
DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images Bing Wang Lujia Chen Bo-Hsiang Yang 155 73 0 15 Aug 2022
Minimal Neural Atlas: Parameterizing Complex Surfaces with Minimal Charts and Distortion Weng Fei Low Gim Hee Lee 95 7 0 29 Jul 2022
Neural Density-Distance Fields Itsuki Ueda Yoshihiro Fukuhara Hirokatsu Kataoka Hiroaki Aizawa Hidehiko Shishido I. Kitahara 87 15 0 29 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 114 100 0 27 Jul 2022
Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation Jingwang Ling Peng Kuang Ming Lu Quan Wang Chao Qian Feng Xu 3DH 59 8 0 19 Jul 2022
Latent Partition Implicit with Surface Codes for 3D Representation Chao Chen Yu-Shen Liu Zhihong Han 122 32 0 18 Jul 2022
Learning Implicit Templates for Point-Based Clothed Human Modeling Siyou Lin Hongwen Zhang Zerong Zheng Ruizhi Shao Yebin Liu 3DH 137 49 0 14 Jul 2022
Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space Amine Ouasfi A. Boukhayma 3DPC 109 22 0 09 Jul 2022
An Algorithm for the SE(3)-Transformation on Neural Implicit Maps for Remapping Functions Yijun Yuan A. Nüchter 97 10 0 17 Jun 2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data Mengyu Chu Lingjie Liu Q. Zheng Erik Franz Hans-Peter Seidel Christian Theobalt Rhaleb Zayer AI4CE 111 66 0 14 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 101 15 0 13 Jun 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 94 8 0 12 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 86 15 0 07 Jun 2022
Indirect Point Cloud Registration: Aligning Distance Fields using a Pseudo Third Point Ses Yijun Yuan A. Nüchter 3DPC 93 5 0 31 May 2022
3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies Weikai Chen Cheng Lin Weiyang Li Bo Yang 103 34 0 31 May 2022
Learned Vertex Descent: A New Direction for 3D Human Model Fitting Enric Corona Gerard Pons-Moll Guillem Alenyà Francesc Moreno-Noguer 3DH 92 42 0 12 May 2022
Photo-to-Shape Material Transfer for Diverse Structures Ruizhen Hu Xiangyu Su Xiang Chen Oliver Matias van Kaick Hui Huang DiffM 80 11 0 09 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren Kui Jia 3DV 3DPC 114 83 0 05 May 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 119 79 0 23 Apr 2022
Revealing Occlusions with 4D Neural Fields Basile Van Hoorick Purva Tendulkar Dídac Surís Dennis Park Simon Stent Carl Vondrick 84 18 0 22 Apr 2022
RangeUDF: Semantic Surface Reconstruction from 3D Point Clouds Bing Wang Zheng-Sheng Yu Bo Yang Jie Qin T. Breckon Ling Shao Niki Trigoni Andrew Markham 3DPC 3DV 92 18 0 19 Apr 2022
GIFS: Neural Implicit Function for General Shape Representation Jianglong Ye Yuntao Chen Naiyan Wang Xinyu Wang AI4CE 3DH 158 69 0 14 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 141 212 0 14 Apr 2022
Neural Vector Fields for Implicit Surface Representation and Inference Edoardo Mello Rella Ajad Chhatkuli E. Konukoglu Luc Van Gool AI4CE 153 5 0 13 Apr 2022
CHORE: Contact, Human and Object REconstruction from a single RGB image Xianghui Xie Bharat Lal Bhatnagar Gerard Pons-Moll 3DH 144 76 0 05 Apr 2022
Probabilistic Implicit Scene Completion Dongsu Zhang Changwoon Choi I. Park Y. Kim 3DPC 3DV 94 6 0 04 Apr 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 100 104 0 28 Mar 2022
Towards Implicit Text-Guided 3D Shape Generation Zhengzhe Liu Yi Wang Xiaojuan Qi Chi-Wing Fu 106 96 0 28 Mar 2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Chen 3DH 123 63 0 28 Mar 2022
Convolutional Neural Network-based Efficient Dense Point Cloud Generation using Unsigned Distance Fields Abol Basher Jani Boutellier 53 0 0 22 Mar 2022
Facial Geometric Detail Recovery via Implicit Representation Xingyu Ren Alexandros Lattas Baris Gecer Jiankang Deng Chao Ma Xiaokang Yang Stefanos Zafeiriou 3DH 104 26 0 18 Mar 2022