AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds

12 August 2021

Wenping Wang

Papers citing "AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds"

25 / 25 papers shown

Title
LiSu: A Dataset and Method for LiDAR Surface Normal Estimation Dušan Malić Christian Fruhwirth-Reisinger Samuel Schulter Horst Possegger 3DV 111 0 0 11 Mar 2025
OCMG-Net: Neural Oriented Normal Refinement for Unstructured Point Clouds Yingrui Wu Mingyang Zhao Weize Quan Jian Shi Xiaohong Jia Dong-Ming Yan 3DPC 100 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 117 10 0 04 Jul 2024
Consistent Point Orientation for Manifold Surfaces via Boundary Integration Weizhou Liu Xingce Wang Haichuan Zhao Xingfei Xue Zhongke Wu Xuequan Lu Ying He 125 5 0 03 Jul 2024
Asymmetrical Siamese Network for Point Clouds Normal Estimation Wei Jin Jun Zhou Nannan Li Haba Madeline Xiuping Liu 3DPC 64 0 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 79 0 0 01 Jun 2024
Fast and Globally Consistent Normal Orientation based on the Winding Number Normal Consistency Siyou Lin Zuoqiang Shi Yebin Liu 71 6 0 26 May 2024
Refining 3D Point Cloud Normal Estimation via Sample Selection Jun Zhou Yaoshun Li Hongchen Tan Mingjie Wang Nannan Li Xiuping Liu 3DPC 56 0 0 20 May 2024
Surface Reconstruction Using Rotation Systems Ruiqi Cui Emil Toftegaard Gæde Eva Rotenberg Leif Kobbelt J. A. Bærentzen 28 0 0 02 Feb 2024
Surface Normal Estimation with Transformers Barry Shichen Hu Siyun Liang Johannes Paetzold H. Nguyen Isao Echizen Jiapeng Tang ViT 3DPC 54 0 0 11 Jan 2024
CMG-Net: Robust Normal Estimation for Point Clouds via Chamfer Normal Distance and Multi-scale Geometry Yingrui Wu Mingyang Zhao Keqiang Li Weize Quan Tianqi Yu Jianfeng Yang Xiaohong Jia Dong-Ming Yan 3DPC 32 6 0 14 Dec 2023
NeuralGF: Unsupervised Point Normal Estimation by Learning Neural Gradient Function Qing Li Huifang Feng Kanle Shi Yuedong Gao Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 98 10 0 01 Nov 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 75 12 0 17 Sep 2023
MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim M. Matsuoka 3DPC 70 9 0 04 Aug 2023
SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point Clouds Qing Li Huifang Feng Kanle Shi Yuedong Gao Yi Fang Yu-Shen Liu Zhizhong Han 3DPC 87 8 0 10 May 2023
Weighted Point Cloud Normal Estimation Weijia Wang Xuequan Lu Di Shao Xiao Liu Richard Dazeley A. Robles-Kelly Wei Pan 3DPC 49 2 0 06 May 2023
Globally Consistent Normal Orientation for Point Clouds by Regularizing the Winding-Number Field Rui-Xue Xu Zhiyang Dou Ningna Wang Shiqing Xin Shuangmin Chen Mingyan Jiang X. Guo Wenping Wang Changhe Tu 84 61 0 23 Apr 2023
IterativePFN: True Iterative Point Cloud Filtering Dasith de Silva Edirimuni Xuequan Lu Zhiwen Shao Gang Li A. Robles-Kelly Ying He 3DPC 73 30 0 04 Apr 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 67 16 0 30 Mar 2023
NeAF: Learning Neural Angle Fields for Point Normal Estimation Shujuan Li Junsheng Zhou Baorui Ma Yu-Shen Liu Zhizhong Han 73 46 0 30 Nov 2022
HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces Qing Li Yu-Shen Liu Jin Cheng Cheng Wang Yi Fang Zhizhong Han 3DPC 75 33 0 13 Oct 2022
PCDNF: Revisiting Learning-based Point Cloud Denoising via Joint Normal Filtering Zheng Liu Ya-Ou Zhao Sijing Zhan Yuanyuan Liu Renjie Chen Ying He 3DPC 65 25 0 02 Sep 2022
Contrastive Learning for Joint Normal Estimation and Point Cloud Filtering Dasith de Silva Edirimuni Xuequan Lu Gang Li A. Robles-Kelly 3DPC 102 13 0 14 Aug 2022
GraphFit: Learning Multi-scale Graph-Convolutional Representation for Point Cloud Normal Estimation Keqiang Li Mingyang Zhao Huaiyu Wu Dongfeng Yan Zhen Shen Feiyue Wang Gang Xiong 3DPC 30 22 0 23 Jul 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 80 5 0 14 Jun 2022