3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model

20 March 2018

Papers citing "3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model"

50 / 53 papers shown

Title
Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising Xiangbin Wei DiffM 60 0 0 12 Mar 2025
No-reference geometry quality assessment for colorless point clouds via list-wise rank learning Zheng Li Bingxu Xie Chao Chu Weiqing Li Zhiyong Su 48 1 0 17 Feb 2025
Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection Hanzhe Liang Guoyang Xie Chengbin Hou Bingshu Wang Can Gao Jinbao Wang 3DPC 106 4 0 18 Dec 2024
Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks Wenqiang Xu Wenrui Dai Duoduo Xue Ziyang Zheng Chenglin Li Junni Zou Hongkai Xiong 3DPC 77 0 0 21 Nov 2024
SurgPointTransformer: Vertebrae Shape Completion with RGB-D Data Aidana Massalimova Florentin Liebmann Sascha Jecklin F. Carrillo Farshad Mazda Philipp Fürnstahl MedIm 30 0 0 02 Oct 2024
Neural Octahedral Field: Octahedral prior for simultaneous smoothing and sharp edge regularization Gareth Seneque Tao Yu 26 0 0 01 Aug 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 46 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
Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint Yukun Li Liping Liu 39 4 0 03 Apr 2024
Self-Supervised Multi-Frame Neural Scene Flow Dongrui Liu Daqi Liu Xueqian Li Sihao Lin Hongwei Xie Bing Wang Xiaojun Chang Lei Chu 34 3 0 24 Mar 2024
Linear optimal transport subspaces for point set classification M. Shifat-E.-Rabbi Naqib Sad Pathan Shiying Li Zhuang Yan A. Rubaiyat Gustavo K. Rohde 25 0 0 15 Mar 2024
Efficient Real-time Smoke Filtration with 3D LiDAR for Search and Rescue with Autonomous Heterogeneous Robotic Systems Alexander Kyuroson A. Koval G. Nikolakopoulos 28 1 0 14 Aug 2023
GeodesicPSIM: Predicting the Quality of Static Mesh with Texture Map via Geodesic Patch Similarity Qi Yang Joël Jung Xiaozhong Xu Shan Liu 27 4 0 09 Aug 2023
Retinex-based Image Denoising / Contrast Enhancement using Gradient Graph Laplacian Regularizer Yeganeh Gharedaghi Gene Cheung Xianming Liu 18 5 0 05 Jul 2023
Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping Baorui Ma Yu-Shen Liu Zhizhong Han 3DPC 38 23 0 02 Jun 2023
Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs Zhiyang Wang Luana Ruiz Alejandro Ribeiro GNN 44 7 0 29 May 2023
NoiseTrans: Point Cloud Denoising with Transformers Guangzhe Hou G. Qin Minghui Sun Yanhua Liang Jie Yan Zhonghan Zhang 3DPC ViT 23 2 0 24 Apr 2023
GQE-Net: A Graph-based Quality Enhancement Network for Point Cloud Color Attribute Jinrui Xing Hui Yuan R. Hamzaoui Hao Liu Junhui Hou 3DPC 35 35 0 24 Mar 2023
Using Intermediate Forward Iterates for Intermediate Generator Optimization Harshit Mishra Jurijs Nazarovs Manmohan Dogra Sathya Ravi DiffM 27 0 0 05 Feb 2023
GraphReg: Dynamical Point Cloud Registration with Geometry-aware Graph Signal Processing Zhao Mingyang Lei Ma Xiaohong Jia Dong‐Ming Yan Huang Tiejun 3DPC 39 10 0 02 Feb 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 28 72 0 09 Jan 2023
An Integrated LiDAR-SLAM System for Complex Environment with Noisy Point Clouds Kangcheng Liu 34 11 0 12 Dec 2022
Convolutional Filtering on Sampled Manifolds Zhiyang Wang Luana Ruiz Alejandro Ribeiro 26 3 0 20 Nov 2022
No-reference Point Cloud Geometry Quality Assessment Based on Pairwise Rank Learning Zhiyong Su Chao Chu Long Chen Yong Li Weiqing Li 3DPC 10 2 0 02 Nov 2022
Vetaverse: A Survey on the Intersection of Metaverse, Vehicles, and Transportation Systems Pengyuan Zhou Jinjing Zhu Yiting Wang Yunfan Lu Zixiang Wei ... A. Alhilal Lik-Hang Lee Tristan Braud Pan Hui Lin Wang 27 13 0 27 Oct 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 19 11 0 30 Aug 2022
Unsupervised Graph Spectral Feature Denoising for Crop Yield Prediction Saghar Bagheri Chinthaka Dinesh Gene Cheung T. Eadie 19 1 0 04 Aug 2022
Gradient-based Point Cloud Denoising with Uniformity Tianhan Xu Yuanchen Guo Yongtao Yang Songiie Zhang 3DPC 6 2 0 21 Jul 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 8 2 0 19 Apr 2022
PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows Aihua Mao Zihui Du Yu-Hui Wen Jun-ying Xuan Yong-Jin Liu 27 28 0 11 Mar 2022
Point Cloud Denoising via Momentum Ascent in Gradient Fields Yaping Zhao Haitian Zheng Zhongrui Wang Jiebo Luo E. Lam 3DPC 24 11 0 21 Feb 2022
Boosting 3D Adversarial Attacks with Attacking On Frequency Binbin Liu Jinlai Zhang Lyujie Chen Jihong Zhu 3DPC 19 36 0 26 Jan 2022
Towards Uniform Point Distribution in Feature-preserving Point Cloud Filtering Shuaijun Chen Jinxi Wang Wei Pan Shang Gao Meili Wang Xuequan Lu 3DPC 12 18 0 05 Jan 2022
Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement Xue Zhang Gene Cheung Jiahao Pang Yash Sanghvi Abhiram Gnanasambandam Stanley H. Chan 3DPC 24 6 0 09 Nov 2021
Deep Point Set Resampling via Gradient Fields Haolan Chen Bianli Du Shitong Luo Wei Hu 3DPC 34 38 0 03 Nov 2021
Neural Scene Flow Prior Xueqian Li J. K. Pontes Simon Lucey AI4CE 24 93 0 01 Nov 2021
Rethinking Point Cloud Filtering: A Non-Local Position Based Approach Jinxi Wang Jincen Jiang Xuequan Lu Meili Wang 3DPC 35 14 0 14 Oct 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 30 156 0 23 Jul 2021
Graph Signal Processing for Geometric Data and Beyond: Theory and Applications Wei Hu Jiahao Pang Xianming Liu Dong Tian Chia-Wen Lin A. Vetro 29 62 0 05 Aug 2020
Differentiable Manifold Reconstruction for Point Cloud Denoising Shitong Luo Wei Hu 3DPC 27 132 0 27 Jul 2020
Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction Chuang Niu W. Cong Fenglei Fan Hongming Shan Mengzhou Li Jimin Liang Ge Wang 24 21 0 08 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
3D Point Cloud Processing and Learning for Autonomous Driving Siheng Chen Baoan Liu Chen Feng Carlos Vallespi-Gonzalez Carl K. Wellington 3DPC 56 164 0 01 Mar 2020
Hypergraph Spectral Analysis and Processing in 3D Point Cloud Songyang Zhang Shuguang Cui Zhi Ding 3DPC 22 42 0 08 Jan 2020
Feature Graph Learning for 3D Point Cloud Denoising Wei Hu Xiang Gao Gene Cheung Zongming Guo 28 88 0 22 Jul 2019
Large-scale 3D point cloud representations via graph inception networks with applications to autonomous driving Siheng Chen Sufeng Niu Tian Lan Baoan Liu GNN 3DPC 11 31 0 26 Jun 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 31 71 0 11 May 2019
3D Dynamic Point Cloud Denoising via Spatial-Temporal Graph Learning Wei Hu Q. Hu Zehua Wang Xiang Gao 3DPC 6 0 0 28 Apr 2019
3D Point Cloud Denoising via Deep Neural Network based Local Surface Estimation Chaojing Duan Siheng Chen J. Kovacevic 3DPC 27 63 0 09 Apr 2019