DiGS : Divergence guided shape implicit neural representation for
unoriented point clouds

DiGS : Divergence guided shape implicit neural representation for unoriented point clouds

21 June 2021

Yizhak Ben-Shabat

Chamin Pasidu Hewa Koneputugodage

Papers citing "DiGS : Divergence guided shape implicit neural representation for unoriented point clouds"

15 / 15 papers shown

Title
Sparse Ellipsoidal Radial Basis Function Network for Point Cloud Surface Representation Bobo Lian Dandan Wang Chenjian Wu Minxin Chen 3DPC 36 0 0 05 May 2025
Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds Chuanxiang Yang Yuanfeng Zhou Guangshun Wei Long Ma Junhui Hou Yuan-Bin Liu Wenping Wang 27 0 0 24 Oct 2024
OCMG-Net: Neural Oriented Normal Refinement for Unstructured Point Clouds Yingrui Wu Mingyang Zhao Weize Quan Jian Shi Xiaohong Jia Dong-Ming Yan 3DPC 38 0 0 02 Sep 2024
Fast Learning of Signed Distance Functions from Noisy Point Clouds via Noise to Noise Mapping Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 42 9 0 04 Jul 2024
NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces by Enforcing Zero Gaussian Curvature Qiujie Dong Rui-Xue Xu Pengfei Wang Shuangmin Chen Shiqing Xin Xiaohong Jia Wenping Wang Changhe Tu 3DV 29 2 0 20 Apr 2024
Mixing-Denoising Generalizable Occupancy Networks Amine Ouasfi A. Boukhayma 3DPC AI4CE 3DV 21 8 0 20 Nov 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 38 36 0 22 Aug 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 26 23 0 02 Jun 2023
Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors Chao Chen Yu-Shen Liu Zhizhong Han 3DPC 27 28 0 25 Mar 2023
Point normal orientation and surface reconstruction by incorporating isovalue constraints to Poisson equation Dong Xiao Zuoqiang Shi Siyu Li Bailin Deng Bin Wang 27 18 0 30 Sep 2022
Semi-signed prioritized neural fitting for surface reconstruction from unoriented point clouds Runsong Zhu Di Kang Ka-Hei Hui Yue Qian Shi Qiu Zhen Dong Linchao Bao Pheng-Ann Heng Chi-Wing Fu 3DPC 39 5 0 14 Jun 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 32 71 0 23 Apr 2022
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 216 558 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 214 971 0 10 Mar 2020
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 238 3,236 0 24 Nov 2016