Neural Unsigned Distance Fields for Implicit Function Learning

26 October 2020

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

50 / 246 papers shown

Title
Neural Processing of Tri-Plane Hybrid Neural Fields Adriano Cardace Pierluigi Zama Ramirez Francesco Ballerini Allan Zhou Samuele Salti Luigi Di Stefano AI4CE 128 8 0 02 Oct 2023
Neural Parametric Surfaces for Shape Modeling Lei Yang Yongqing Liang Xuzhao Li Congyi Zhang Guying Lin Alla Sheffer Scott Schaefer John Keyser Wenping Wang 93 7 0 18 Sep 2023
Neural Gradient Learning and Optimization for Oriented Point Normal Estimation Qing Li Huifang Feng Kanle Shi Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 97 16 0 17 Sep 2023
Surface Extraction from Neural Unsigned Distance Fields Congyi Zhang Guying Lin Lei Yang Xuzhao Li Taku Komura Scott Schaefer John Keyser Wenping Wang 126 13 0 16 Sep 2023
Learning Disentangled Avatars with Hybrid 3D Representations Yao Feng Weiyang Liu Timo Bolkart Jinlong Yang Marc Pollefeys Michael J. Black 3DH 86 37 0 12 Sep 2023
Neural-Singular-Hessian: Implicit Neural Representation of Unoriented Point Clouds by Enforcing Singular Hessian Zixiong Wang Yunxiao Zhang Rui-Xue Xu Fan Zhang Pengshuai Wang Shuangmin Chen Shiqing Xin Wenping Wang Changhe Tu 140 33 0 04 Sep 2023
Neural Vector Fields: Generalizing Distance Vector Fields by Codebooks and Zero-Curl Regularization Xianghui Yang Guosheng Lin Huan Wang Luping Zhou 138 2 0 04 Sep 2023
Shape of my heart: Cardiac models through learned signed distance functions Jan Verhulsdonk Thomas Grandits F. Sahli Costabal Thomas Pinetz Rolf Krause A. Auricchio Gundolf Haase Simone Pezzuto Alexander Effland 120 6 0 31 Aug 2023
NSF: Neural Surface Fields for Human Modeling from Monocular Depth Yuxuan Xue Bharat Lal Bhatnagar R. Marin N. Sarafianos Yuanlu Xu Gerard Pons-Moll Tony Tung 3DH 116 20 0 28 Aug 2023
SuperUDF: Self-supervised UDF Estimation for Surface Reconstruction Hui Tian Chenyang Zhu Yifei Shi Kaiyang Xu 154 10 0 28 Aug 2023
Deep Learning for Visual Localization and Mapping: A Survey Changhao Chen Bing Wang Chris Xiaoxuan Lu Niki Trigoni Andrew Markham HAI 115 36 0 27 Aug 2023
Patch-Grid: An Efficient and Feature-Preserving Neural Implicit Surface Representation Guying Lin Lei Yang Congyi Zhang Hao Pan Yuhan Ping Guodong Wei Taku Komura John Keyser Wenping Wang 90 7 0 26 Aug 2023
GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 100 13 0 25 Aug 2023
Self-supervised Learning of Implicit Shape Representation with Dense Correspondence for Deformable Objects Baowen Zhang Jiahe Li Xiaoming Deng Yinda Zhang Cuixia Ma Hongan Wang 3DH 116 9 0 24 Aug 2023
Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Zhizhong Han 157 42 0 22 Aug 2023
MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection Jun Xu Liang Peng Haoran Cheng Hao Li Wei Qian Kejie Li Wenxiao Wang Deng Cai MDE 131 40 0 18 Aug 2023
Implicit neural representation for change detection Peter Naylor Diego Di Carlo Arianna Traviglia Makoto Yamada M. Fiorucci 3DPC 86 1 0 28 Jul 2023
As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain Julia Grabinski J. Keuper Margret Keuper 110 8 0 19 Jul 2023
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF S. Lionar Xiangyu Xu Min Lin G. Lee 3DV 3DGS 103 9 0 18 Jul 2023
MARF: The Medial Atom Ray Field Object Representation Peder Bergebakken Sundt T. Theoharis 88 6 0 30 Jun 2023
Freestyle 3D-Aware Portrait Synthesis Based on Compositional Generative Priors Tianxiang Ma Kang Zhao Jianxin Sun Yingya Zhang Jing Dong 101 0 0 27 Jun 2023
Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data Nilesh Kulkarni Linyi Jin Justin Johnson David Fouhey 109 2 0 14 Jun 2023
SENS: Part-Aware Sketch-based Implicit Neural Shape Modeling Alexandre Binninger Amir Hertz O. Sorkine-Hornung Daniel Cohen-Or Raja Giryes DiffM 3DV 130 11 0 09 Jun 2023
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations Lu Sang Abhishek Saroha Maolin Gao Zorah Lähner 114 1 0 03 Jun 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 123 29 0 02 Jun 2023
REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos Lingteng Qiu Guanying Chen Jiapeng Zhou Mutian Xu Junle Wang Xiaoguang Han 3DH 141 28 0 23 May 2023
ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns Ren Li Benoît Guillard Pascal Fua AI4CE 3DH 125 29 0 23 May 2023
Contextualising Implicit Representations for Semantic Tasks Theo W. Costain Kejie Li V. Prisacariu 78 0 0 22 May 2023
Towards Better Gradient Consistency for Neural Signed Distance Functions via Level Set Alignment Baorui Ma Junsheng Zhou Yu-Shen Liu Zhizhong Han FedML 106 49 0 19 May 2023
PET-NeuS: Positional Encoding Tri-Planes for Neural Surfaces Yiqun Wang Ivan Skorokhodov Peter Wonka 117 46 0 09 May 2023
Grad-PU: Arbitrary-Scale Point Cloud Upsampling via Gradient Descent with Learned Distance Functions Yun He Danhang Tang Yinda Zhang Xiangyang Xue Yanwei Fu 3DPC 89 58 0 24 Apr 2023
NeUDF: Leaning Neural Unsigned Distance Fields with Volume Rendering Yu-Tao Liu Li Wang Jie yang Weikai Chen Xiaoxu Meng Bo Yang Lin Gao 90 52 0 20 Apr 2023
SDFReg: Learning Signed Distance Functions for Point Cloud Registration Leida Zhang Zhengda Lu Lei Feng Yiqun Wang 3DPC 98 1 0 18 Apr 2023
Analysis of Sampling Strategies for Implicit 3D Reconstruction Qiang Liu Xi Yang 3DPC 82 0 0 08 Apr 2023
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 112 23 0 06 Apr 2023
Visibility Aware Human-Object Interaction Tracking from Single RGB Camera Xianghui Xie Bharat Lal Bhatnagar Gerard Pons-Moll 3DH 112 45 0 29 Mar 2023
2S-UDF: A Novel Two-stage UDF Learning Method for Robust Non-watertight Model Reconstruction from Multi-view Images Junkai Deng Fei Hou Xuhui Chen Wencheng Wang Ying He 141 9 0 27 Mar 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 134 31 0 25 Mar 2023
Grid-guided Neural Radiance Fields for Large Urban Scenes Linning Xu Yuanbo Xiangli Sida Peng Xingang Pan Nanxuan Zhao Christian Theobalt Bo Dai Dahua Lin 90 115 0 24 Mar 2023
NLOS-NeuS: Non-line-of-sight Neural Implicit Surface Yuki Fujimura Takahiro Kushida Takuya Funatomi Y. Mukaigawa 95 14 0 22 Mar 2023
NeAT: Learning Neural Implicit Surfaces with Arbitrary Topologies from Multi-view Images Xiaoxu Meng Weikai Chen Bo Yang 3DV 91 35 0 21 Mar 2023
FullFormer: Generating Shapes Inside Shapes Tejaswini Medi Jawad Tayyub M. Sarmad Frank Lindseth Margret Keuper 83 1 0 20 Mar 2023
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis Liangchen Song Zhong Li Xuan Gong Lele Chen Zhaoyu Chen Yinghao Xu Junsong Yuan 122 6 0 15 Mar 2023
Neural Vector Fields: Implicit Representation by Explicit Learning Xianghui Yang Guosheng Lin Huan Wang Luping Zhou AI4CE 133 20 0 08 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 163 5 0 06 Mar 2023
Sketch2Cloth: Sketch-based 3D Garment Generation with Unsigned Distance Fields Yi He Haoran Xie Kazunori Miyata 3DH 115 8 0 01 Mar 2023
HelixSurf: A Robust and Efficient Neural Implicit Surface Learning of Indoor Scenes with Iterative Intertwined Regularization Zhihao Liang Zhangjin Huang Changxing Ding Kui Jia 95 24 0 28 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 121 54 0 10 Feb 2023
Semantic 3D-aware Portrait Synthesis and Manipulation Based on Compositional Neural Radiance Field Tianxiang Ma Bingchuan Li Qian He Jing Dong Tieniu Tan 112 12 0 03 Feb 2023
ECON: Explicit Clothed humans Optimized via Normal integration Yuliang Xiu Jinlong Yang Xu Cao Dimitrios Tzionas Michael J. Black 3DH 144 198 0 14 Dec 2022