PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds

4 January 2019

Marie-Julie Rakotosaona

Niloy J. Mitra

Papers citing "PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds"

33 / 33 papers shown

Title
Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising Z. Li Qiaoyun Wu Jialin Zhang Kaijun Zhang Jun Wang 3DPC 47 0 0 27 Feb 2025
Noise2Score3D:Unsupervised Tweedie's Approach for Point Cloud Denoising Xiangbin Wei 127 0 0 24 Feb 2025
Rotation Perturbation Robustness in Point Cloud Analysis: A Perspective of Manifold Distillation Xinyu Xu Huazhen Liu Feiming Wei Huilin Xiong W. Yu Tao Zhang 3DPC 31 0 0 04 Nov 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 44 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 36 1 0 03 Jul 2024
Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion features Pietro Bonazzi Marie-Julie Rakatosaona Marco Cannici Federico Tombari Davide Scaramuzza 16 0 0 01 Apr 2024
Mixing-Denoising Generalizable Occupancy Networks Amine Ouasfi A. Boukhayma 3DPC AI4CE 3DV 26 8 0 20 Nov 2023
iPUNet:Iterative Cross Field Guided Point Cloud Upsampling Guangshun Wei Hao Pan Shaojie Zhuang Yuanfeng Zhou Changjian Li 3DPC 21 5 0 13 Oct 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
Alternately denoising and reconstructing unoriented point sets Dong Xiao Zuoqiang Shi Bin Wang 22 2 0 30 Apr 2023
NoiseTrans: Point Cloud Denoising with Transformers Guangzhe Hou G. Qin Minghui Sun Yanhua Liang Jie Yan Zhonghan Zhang 3DPC ViT 20 2 0 24 Apr 2023
NSANet: Noise Seeking Attention Network M. Jameela Gunho Sohn 3DPC 11 1 0 26 Feb 2023
Using Intermediate Forward Iterates for Intermediate Generator Optimization Harshit Mishra Jurijs Nazarovs Manmohan Dogra Sathya Ravi DiffM 27 0 0 05 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 9 0 0 28 Oct 2022
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics Lukas Bode Michael Weinmann Reinhard Klein University of Bonn 3DPC 22 8 0 24 Oct 2022
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision Laurent Valentin Jospin Hamid Laga F. Boussaïd Bennamoun 30 1 0 12 Sep 2022
Geometric and Learning-based Mesh Denoising: A Comprehensive Survey Honghua Chen Mingqiang Wei Jun Wang AAML AI4CE 17 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 4 11 0 30 Aug 2022
Dynamic Point Cloud Denoising via Gradient Fields Q. Hu Wei Hu 3DPC DiffM 8 2 0 19 Apr 2022
Random Walks for Adversarial Meshes Amir Belder Gal Yefet Ran Ben Izhak A. Tal AAML 25 2 0 15 Feb 2022
GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks Yuefan Shen Hongbo Fu Zhongshuo Du Xiang Chen Evgeny Burnaev Denis Zorin Kun Zhou Youyi Zheng AI4CE 31 38 0 11 Aug 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 22 156 0 23 Jul 2021
Point Cloud Upsampling via Disentangled Refinement Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 25 124 0 09 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 25 19 0 21 Apr 2021
GAMesh: Guided and Augmented Meshing for Deep Point Networks Nitin Agarwal M. Gopi 3DPC 3DGS 160 4 0 19 Oct 2020
MaskNet: A Fully-Convolutional Network to Estimate Inlier Points Vinit Sarode Animesh Dhagat Rangaprasad Arun Srivatsan N. Zevallos Simon Lucey Howie Choset 3DPC 46 29 0 19 Oct 2020
Differentiable Manifold Reconstruction for Point Cloud Denoising Shitong Luo Wei Hu 3DPC 19 131 0 27 Jul 2020
Learning Graph-Convolutional Representations for Point Cloud Denoising Francesca Pistilli Giulia Fracastoro D. Valsesia E. Magli 3DPC 10 76 0 06 Jul 2020
PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling Xu Yan Chaoda Zheng Zhuguo Li Sheng Wang Shuguang Cui 3DPC 27 544 0 01 Mar 2020
PointAugment: an Auto-Augmentation Framework for Point Cloud Classification Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 17 145 0 25 Feb 2020
Differentiable Surface Splatting for Point-based Geometry Processing Yifan Wang Felice Serena Shihao Wu Cengiz Öztireli O. Sorkine-Hornung 3DPC 25 291 0 10 Jun 2019
NormalNet: Learning-based Normal Filtering for Mesh Denoising Wenbo Zhao Xianming Liu Yongsen Zhao Xiaopeng Fan Debin Zhao AI4CE 13 7 0 10 Mar 2019
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 247 3,236 0 24 Nov 2016