Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds using Convolutional Neural Networks

3 December 2018

Yizhak Ben-Shabat

Papers citing "Nesti-Net: Normal Estimation for Unstructured 3D Point Clouds using Convolutional Neural Networks"

21 / 21 papers shown

Title
OCMG-Net: Neural Oriented Normal Refinement for Unstructured Point Clouds Yingrui Wu Mingyang Zhao Weize Quan Jian Shi Xiaohong Jia Dong-Ming Yan 3DPC 58 0 0 02 Sep 2024
Neural Geometry Processing via Spherical Neural Surfaces Romy Williamson Niloy J. Mitra 65 2 0 10 Jul 2024
Refining 3D Point Cloud Normal Estimation via Sample Selection Jun Zhou Yaoshun Li Hongchen Tan Mingjie Wang Nannan Li Xiuping Liu 3DPC 36 0 0 20 May 2024
Fast and Robust Normal Estimation for Sparse LiDAR Scans Igor Bogoslavskyi Konstantinos Zampogiannis Raymond Phan 34 2 0 22 Apr 2024
Surface Normal Estimation with Transformers Barry Shichen Hu Siyun Liang Johannes Paetzold H. Nguyen Isao Echizen Jiapeng Tang ViT 3DPC 28 0 0 11 Jan 2024
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 50 36 0 22 Aug 2023
Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 36 15 0 30 Mar 2023
NeAF: Learning Neural Angle Fields for Point Normal Estimation Shujuan Li Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 27 46 0 30 Nov 2022
A review of laser scanning for geological and geotechnical applications in underground mining S. Singh B. Banerjee S. Raval AI4CE 23 54 0 21 Nov 2022
Normal Transformer: Extracting Surface Geometry from LiDAR Points Enhanced by Visual Semantics Ancheng Lin Jun Yu Li Yusheng Xiang Wei Bian Mukesh Prasad 3DPC ViT 59 2 0 19 Nov 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 43 42 0 06 Oct 2022
Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds Haoran Zhou Honghua Chen Yingkui Zhang Mingqiang Wei H. Xie Jun Wang Tong Lu J. Qin Xiao-Ping Zhang 3DPC 39 40 0 23 Mar 2022
DiGS : Divergence guided shape implicit neural representation for unoriented point clouds Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Stephen Gould AI4CE 30 64 0 21 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 23 233 0 07 Jun 2021
Improvement of Normal Estimation for PointClouds via Simplifying Surface Fitting Jun Zhou Wei Jin Mingjie Wang Xiuping Liu Zhiyang Li Zhaobin Liu 3DPC 27 19 0 21 Apr 2021
Point Cloud Upsampling and Normal Estimation using Deep Learning for Robust Surface Reconstruction Rajat Sharma Tobias Schwandt Christian Kunert Steffen Urban W. Broll 3DPC 28 19 0 26 Feb 2021
Neighbourhood-Insensitive Point Cloud Normal Estimation Network Zirui Wang V. Prisacariu 3DPC 25 15 0 23 Aug 2020
Deep Feature-preserving Normal Estimation for Point Cloud Filtering Dening Lu Xuequan Lu Yangxing Sun Jun Wang 3DPC 19 92 0 24 Apr 2020
PointGMM: a Neural GMM Network for Point Clouds Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or 3DPC 33 65 0 30 Mar 2020
DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares Yizhak Ben-Shabat Stephen Gould 3DPC 14 72 0 23 Mar 2020
Normal Estimation for 3D Point Clouds via Local Plane Constraint and Multi-scale Selection Jun Zhou Hua Huang Bin Liu Xiuping Liu 3DPC 3DV 39 51 0 18 Oct 2019