Normal Estimation for 3D Point Clouds via Local Plane Constraint and Multi-scale Selection

18 October 2019

Papers citing "Normal Estimation for 3D Point Clouds via Local Plane Constraint and Multi-scale Selection"

22 / 22 papers shown

Title
PFF-Net: Patch Feature Fitting for Point Cloud Normal EstimationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 Qing Li Huifang Feng Kanle Shi Yue Gao Yi Fang Y. Liu Zhizhong Han 3DPC 291 0 0 26 Nov 2025
Asymmetrical Siamese Network for Point Clouds Normal EstimationExpert systems with applications (ESWA), 2024 Wei Jin Jun Zhou Nannan Li Haba Madeline Xiuping Liu 3DPC 200 1 0 14 Jun 2024
E $^3$ -Net: Efficient E(3)-Equivariant Normal Estimation Network Hanxiao Wang Mingyang Zhao Weize Quan Zhen Chen Dong-ming Yan Peter Wonka 3DPC 194 1 0 01 Jun 2024
Refining 3D Point Cloud Normal Estimation via Sample Selection Jun Zhou Yaoshun Li Hongchen Tan Mingjie Wang Nannan Li Xiuping Liu 3DPC 180 1 0 20 May 2024
Surface Normal Estimation with Transformers Barry Shichen Hu Siyun Liang Johannes Paetzold H. Nguyen Isao Echizen Jiapeng Tang ViT 3DPC 127 0 0 11 Jan 2024
NeuralGF: Unsupervised Point Normal Estimation by Learning Neural Gradient FunctionNeural Information Processing Systems (NeurIPS), 2023 Qing Li Huifang Feng Kanle Shi Yuedong Gao Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 251 19 0 01 Nov 2023
Neural Gradient Learning and Optimization for Oriented Point Normal EstimationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2023 Qing Li Huifang Feng Kanle Shi Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 161 20 0 17 Sep 2023
MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge ConditioningACM Multimedia (ACM MM), 2023 H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim M. Matsuoka 3DPC 131 14 0 04 Aug 2023
SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Qing Li Huifang Feng Kanle Shi Yuedong Gao Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 167 15 0 10 May 2023
Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-Number FieldACM Transactions on Graphics (TOG), 2023 Rui-Xue Xu Bushi Liu Ningna Wang Shiqing Xin Shuangmin Chen Mingyan Jiang X. Guo Wenping Wang Changhe Tu 168 85 0 23 Apr 2023
PointNorm-Net: Self-Supervised Normal Prediction of 3D Point Clouds via Multi-Modal Distribution EstimationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jie Zhang Minghui Nie Junjie Cao Jian Liu Ligang Liu Junjie Cao 3DPC 43 0 0 10 Apr 2023
Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal EstimationComputer Vision and Pattern Recognition (CVPR), 2023 Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 165 24 0 30 Mar 2023
NeAF: Learning Neural Angle Fields for Point Normal EstimationAAAI Conference on Artificial Intelligence (AAAI), 2022 Shujuan Li Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 176 55 0 30 Nov 2022
HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper SurfacesNeural Information Processing Systems (NeurIPS), 2022 Qing Li Yu-Shen Liu Jin Cheng Cheng Wang Yi Fang Zhizhong Han 3DPC 167 46 0 13 Oct 2022
PCDNF: Revisiting Learning-based Point Cloud Denoising via Joint Normal FilteringIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 Zheng Liu Ya-Ou Zhao Sijing Zhan Yuanyuan Liu Renjie Chen Ying He 3DPC 208 41 0 02 Sep 2022
Refine-Net: Normal Refinement Neural Network for Noisy Point CloudsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Haoran Zhou Honghua Chen Yingkui Zhang Mingqiang Wei H. Xie Jun Wang Tong Lu J. Qin Xiao-Ping Zhang 3DPC 133 50 0 23 Mar 2022
CPSeg: Cluster-free Panoptic Segmentation of 3D LiDAR Point CloudsIEEE International Conference on Robotics and Automation (ICRA), 2021 Enxu Li Ryan Razani Yixuan Xu Bingbing Liu 3DPC 197 21 0 02 Nov 2021
AdaFit: Rethinking Learning-based Normal Estimation on Point CloudsIEEE International Conference on Computer Vision (ICCV), 2021 Runsong Zhu Yuan Liu Zhen Dong Tengping Jiang Yuan Wang Wenping Wang Bisheng Yang 3DPC 138 55 0 12 Aug 2021
Unsupervised Segmentation for Terracotta Warrior with Seed-Region-Growing CNN (SRG-Net)International Conference on Computer Science and Application Engineering (ICCSAE), 2021 Yao Hu Guohua Geng Kang Li Wei Zhou Xingxing Hao Xin Cao 188 4 0 28 Jul 2021
Improvement of Normal Estimation for PointClouds via Simplifying Surface Fitting Jun Zhou Wei Jin Mingjie Wang Xiuping Liu Zhiyang Li Zhaobin Liu 3DPC 106 20 0 21 Apr 2021
Fast and Accurate Normal Estimation for Point Cloud via Patch Stitching Jun Zhou Wei Jin Mingjie Wang Xiuping Liu Zhiyang Li Zhaobin Liu 3DPC 3DV 108 27 0 30 Mar 2021
Unsupervised Segmentation for Terracotta Warrior Point Cloud (SRG-Net) Yao Hu Guohua Geng Kang Li Wei Zhou 3DPC 99 0 0 01 Dec 2020