Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning

16 April 2019

Timo Ropinski

Papers citing "Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning"

31 / 31 papers shown

Title
Noise2Score3D:Unsupervised Tweedie's Approach for Point Cloud Denoising Xiangbin Wei 236 0 0 24 Feb 2025
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 49 9 0 04 Jul 2024
A Radiometric Correction based Optical Modeling Approach to Removing Reflection Noise in TLS Point Clouds of Urban Scenes Li Fang Tianyu Li Yanghong Lin Shudong Zhou Wei Yao 44 1 0 03 Jul 2024
Localization and Offline Mapping of High-Voltage Substations in Rough Terrain Using a Ground Vehicle Ioannis Alamanos G. Moustris C. Tzafestas 25 0 0 28 Mar 2024
Self-Annotated 3D Geometric Learning for Smeared Points Removal Miaowei Wang Daniel Morris 3DPC 34 3 0 15 Nov 2023
Robust 6DoF Pose Estimation Against Depth Noise and a Comprehensive Evaluation on a Mobile Dataset Zixun Huang Keling Yao Seth Z. Zhao Chuanyu Pan Chenfeng Xu Kathy Zhuang Tianjian Xu Weiyu Feng Allen Y. Yang 26 0 0 24 Sep 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 41 23 0 02 Jun 2023
NoiseTrans: Point Cloud Denoising with Transformers Guangzhe Hou G. Qin Minghui Sun Yanhua Liang Jie Yan Zhonghan Zhang 3DPC ViT 25 2 0 24 Apr 2023
NSANet: Noise Seeking Attention Network M. Jameela Gunho Sohn 3DPC 24 1 0 26 Feb 2023
LBF:Learnable Bilateral Filter For Point Cloud Denoising Huajian Si Zeyong Wei Zhe Zhu Honghua Chen Dong Liang Weiming Wang Mingqiang Wei 3DPC 21 0 0 28 Oct 2022
Geometric and Learning-based Mesh Denoising: A Comprehensive Survey Honghua Chen Mingqiang Wei Jun Wang AAML AI4CE 27 7 0 02 Sep 2022
MODNet: Multi-offset Point Cloud Denoising Network Customized for Multi-scale Patches Anyi Huang Qian Xie Zhoutao Wang Dening Lu Mingqiang Wei Jun Wang 3DPC 22 11 0 30 Aug 2022
Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction Michael Tanzer Pedro F. Ferreira Andrew D. Scott Z. Khalique Maria Dwornik D. Pennell Guang Yang Daniel Rueckert S. Nielles-Vallespin MedIm 19 3 0 21 Jun 2022
Incomplete Gamma Kernels: Generalizing Locally Optimal Projection Operators P. Stotko Michael Weinmann Reinhard Klein 36 0 0 02 May 2022
Dynamic Point Cloud Denoising via Gradient Fields Q. Hu Wei Hu 3DPC DiffM 10 2 0 19 Apr 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
Point Set Self-Embedding Ruihui Li Xianzhi Li T. Wong Chi-Wing Fu 3DPC 33 3 0 28 Feb 2022
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion Tong Wu Liang Pan Junzhe Zhang Tai Wang Ziwei Liu Dahua Lin 33 125 0 24 Nov 2021
Representing Shape Collections with Alignment-Aware Linear Models Romain Loiseau Tom Monnier Mathieu Aubry Loïc Landrieu 3DPC 3DV 40 8 0 03 Sep 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 32 156 0 23 Jul 2021
Point Cloud Upsampling via Disentangled Refinement Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 33 125 0 09 Jun 2021
Orienting Point Clouds with Dipole Propagation G. Metzer Rana Hanocka Denis Zorin Raja Giryes Daniele Panozzo Daniel Cohen-Or 3DPC 43 46 0 04 May 2021
Unsupervised Shape Completion via Deep Prior in the Neural Tangent Kernel Perspective Lei Chu Hao Pan Wenping Wang 3DPC 34 11 0 19 Apr 2021
Deep Learning for 3D Point Cloud Understanding: A Survey Haoming Lu Humphrey Shi 3DPC 20 32 0 18 Sep 2020
Differentiable Manifold Reconstruction for Point Cloud Denoising Shitong Luo Wei Hu 3DPC 29 132 0 27 Jul 2020
Learning Graph-Convolutional Representations for Point Cloud Denoising Francesca Pistilli Giulia Fracastoro D. Valsesia E. Magli 3DPC 22 76 0 06 Jul 2020
Finding Your (3D) Center: 3D Object Detection Using a Learned Loss David J. Griffiths Jan Boehm Tobias Ritschel 3DPC 24 8 0 06 Apr 2020
A Rotation-Invariant Framework for Deep Point Cloud Analysis Xianzhi Li Ruihui Li Guangyong Chen Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 123 109 0 16 Mar 2020
Non-Local Part-Aware Point Cloud Denoising Chao Huang Ruihui Li Xianzhi Li Chi-Wing Fu 3DPC 28 9 0 14 Mar 2020
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 27 145 0 25 Feb 2020
Differentiable Surface Splatting for Point-based Geometry Processing Yifan Wang Felice Serena Shihao Wu Cengiz Öztireli O. Sorkine-Hornung 3DPC 42 292 0 10 Jun 2019