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Point Cloud Denoising with Principal Component Analysis and a Novel Bilateral Filter

https://doi.org/10.18280/ts.360503
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.comgeo.2005.10.006openalex-snapshot
Provable surface reconstruction from noisy samples
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Class‐wise two‐dimensional PCA method for face recognition
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Underwater 3-D Scene Reconstruction Using Kinect v2 Based on Physical Models for Refraction and Time of Flight Correction
inferredcites →https://doi.org/10.1109/iccv.1998.710815openalex-snapshot
Bilateral filtering for gray and color images
inferredcites →https://doi.org/10.1109/jproc.2018.2848209openalex-snapshot
Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA
inferredcites →https://doi.org/10.1109/lgrs.2016.2571121openalex-snapshot
Junction-Based Correspondence Estimation of Plant Point Cloud Data Using Subgraph Matching
inferredcites →https://doi.org/10.1109/tcsvt.2018.2859982openalex-snapshot
Region-Aware Image Denoising by Exploring Parameter Preference
inferredcites →https://doi.org/10.1109/tevc.2017.2735550openalex-snapshot
Using Centroidal Voronoi Tessellations to Scale Up the Multidimensional Archive of Phenotypic Elites Algorithm
inferredcites →https://doi.org/10.1109/tip.2016.2529506openalex-snapshot
Graph-Based Compression of Dynamic 3D Point Cloud Sequences
inferredcites →https://doi.org/10.1109/tip.2016.2588320openalex-snapshot
Estimation of Gaussian, Poissonian-Gaussian, and Processed Visual Noise and its Level Function
inferredcites →https://doi.org/10.1109/tip.2019.2905991openalex-snapshot
Iterative Joint Image Demosaicking and Denoising Using a Residual Denoising Network
inferredcites →https://doi.org/10.1109/tits.2016.2616718openalex-snapshot
A Combined Voxel and Particle Filter-Based Approach for Fast Obstacle Detection and Tracking in Automotive Applications
inferredcites →https://doi.org/10.1109/tmi.2018.2859478openalex-snapshot
Transfer Learning for Image Segmentation by Combining Image Weighting and Kernel Learning
inferredcites →https://doi.org/10.1109/tmm.2018.2859591openalex-snapshot
Graph-Based Static 3D Point Clouds Geometry Coding
inferredcites →https://doi.org/10.1109/tpami.2018.2831670openalex-snapshot
Efficient Registration of High-Resolution Feature Enhanced Point Clouds
inferredcites →https://doi.org/10.1109/tsp.2019.2905826openalex-snapshot
Structured and Unstructured Outlier Identification for Robust PCA: A Fast Parameter Free Algorithm
inferredcites →https://doi.org/10.1109/tvcg.2017.2719024openalex-snapshot
Sparse Geometric Representation Through Local Shape Probing
inferredcites →https://doi.org/10.1115/1.4027415openalex-snapshot
Envelope Surface Modeling and Tool Path Optimization for Five-Axis Flank Milling Considering Cutter Runout
inferredcites →https://doi.org/10.1145/1201775.882367openalex-snapshot
Non-iterative, feature-preserving mesh smoothing
inferredcites →https://doi.org/10.1145/2601097.2601188openalex-snapshot
Bilateral texture filtering
inferredcites →https://doi.org/10.1145/2766945openalex-snapshot
High-quality streamable free-viewpoint video
inferredcites →https://doi.org/10.3788/ope.20162406.1465openalex-snapshot
Denoising of three-dimensional point data based on classification of feature information

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Spu-Emvs: Self-Supervised Point Cloud Upsampling Based on Edge-Aware Multiple Views
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Point Cloud Model Information Hiding Algorithm Based on Multi-scale Transformation and Composite Operator
inferred← citeshttps://doi.org/10.1007/978-3-031-72627-9_11openalex-snapshot
P2P-Bridge: Diffusion Bridges for 3D Point Cloud Denoising
inferred← citeshttps://doi.org/10.1007/s00138-024-01642-zopenalex-snapshot
Synergizing LiDAR and Augmented Reality for precise real-time interior distance measurements for mobile devices
inferred← citeshttps://doi.org/10.1007/s00371-024-03380-9openalex-snapshot
Point clouds feature frequency domain analysis based on multilayer perceptron
inferred← citeshttps://doi.org/10.1007/s13349-025-01026-5openalex-snapshot
An efficient PointNet-based multifaceted autoencoder (PMAE) for denoising rail track fastener point clouds
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Iterative updating of digital twin for equipment: Progress, challenges, and trends
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Construction of combined drought index based on bivariate joint distribution
inferred← citeshttps://doi.org/10.1016/j.aej.2025.04.099openalex-snapshot
Novel method for robust bilateral filtering point cloud denoising
inferred← citeshttps://doi.org/10.1016/j.cad.2024.103708openalex-snapshot
Denoising point clouds with fewer learnable parameters
inferred← citeshttps://doi.org/10.1016/j.cad.2025.103930openalex-snapshot
Winding clearness for differentiable point cloud optimization
inferred← citeshttps://doi.org/10.1016/j.cag.2023.08.011openalex-snapshot
Alternately denoising and reconstructing unoriented point sets
inferred← citeshttps://doi.org/10.1016/j.cag.2025.104310openalex-snapshot
De(l)Noise: A Delaunay based point cloud denoising algorithm
inferred← citeshttps://doi.org/10.1016/j.cagd.2024.102306openalex-snapshot
Generated realistic noise and rotation-equivariant models for data-driven mesh denoising
inferred← citeshttps://doi.org/10.1016/j.compag.2026.112170openalex-snapshot
RaMor3D: adaptive registration and morphology-aware reconstruction for meat rabbits in confined spaces
inferred← citeshttps://doi.org/10.1016/j.gmod.2022.101140openalex-snapshot
Point Cloud Denoising Review: From Classical to Deep Learning-Based Approaches
inferred← citeshttps://doi.org/10.1016/j.measurement.2025.117745openalex-snapshot
A new approach for monitoring mining surface 3D deformation using UAV-LiDAR point cloud data
inferred← citeshttps://doi.org/10.1016/j.optlastec.2026.115054openalex-snapshot
An iterative spectral-guided denoising method for dense hyperspectral terrestrial laser scanning point clouds
inferred← citeshttps://doi.org/10.1016/j.plaphe.2025.100107openalex-snapshot
Deep learning for three-dimensional (3D) plant phenomics
inferred← citeshttps://doi.org/10.1049/ipr2.70398openalex-snapshot
PD‐Contour: A Robust Point Cloud Denoising Framework via Contour‐Aware 2D Rasterization Loss
inferred← citeshttps://doi.org/10.1109/access.2020.3011989openalex-snapshot
Point Cloud Reduction and Denoising Based on Optimized Downsampling and Bilateral Filtering
inferred← citeshttps://doi.org/10.1109/access.2024.3464611openalex-snapshot
Denoising Method Based on Improved DBSCAN for Lidar Point Cloud
inferred← citeshttps://doi.org/10.1109/ascc70886.2026.11701963openalex-snapshot
3D Reconstruction Algorithms for Transmission Line Point Cloud in Foggy Environments Based on Single-Photon Detection
inferred← citeshttps://doi.org/10.1109/cvpr52733.2024.00551openalex-snapshot
Denoising Point Clouds in Latent Space via Graph Convolution and Invertible Neural Network
inferred← citeshttps://doi.org/10.1109/iaecst60924.2023.10502762openalex-snapshot
An improved point cloud denoising method based on gradient field
inferred← citeshttps://doi.org/10.1109/icarm62033.2024.10715890openalex-snapshot
Iterative Displacement for Point Cloud Denoising
inferred← citeshttps://doi.org/10.1109/icbase59196.2023.10303185openalex-snapshot
Transformer-based Point Cloud Denoising Network
inferred← citeshttps://doi.org/10.1109/iceiec54567.2022.9835089openalex-snapshot
Principal Component Analysis Based on t-Distribution Hunting Search Algorithm
inferred← citeshttps://doi.org/10.1109/icip55913.2025.11084368openalex-snapshot
Transformer Augmented Multi-Resolution Hash Encoding in Diffusion Model for 3D Point Cloud Denoising
inferred← citeshttps://doi.org/10.1109/icma65362.2025.11120705openalex-snapshot
A Shadow-Based Data Fusion Method for Side-Scan Sonar and Multibeam Bathymetry Sonar
inferred← citeshttps://doi.org/10.1109/tgrs.2024.3364252openalex-snapshot
Point Clouds Denoising Method Based on SPAD Discrete Probability Model and Completion
inferred← citeshttps://doi.org/10.1109/tim.2024.3370160openalex-snapshot
A Framework for Synchronous Extraction of Multitype Steel Mesh Features Based on Measured Point Clouds
inferred← citeshttps://doi.org/10.1109/tim.2026.3659686openalex-snapshot
Robust Rail Profile Processing With Rapid Registration: Wear Measurement for Heavy-Haul Railways in Harsh Environments
inferred← citeshttps://doi.org/10.1115/1.4056566openalex-snapshot
Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN
inferred← citeshttps://doi.org/10.1155/2021/9528787openalex-snapshot
Parameter Measurement of Live Animals Based on the Mirror of Multiview Point Cloud
inferred← citeshttps://doi.org/10.18280/ts.380621openalex-snapshot
Image Segmentation for Review of Cerebral Apoplexy
inferred← citeshttps://doi.org/10.2139/ssrn.5744558openalex-snapshot
PD-Contour: A Robust Point Cloud Denoising Network via Contour-Aware 2D Rasterization Loss
inferred← citeshttps://doi.org/10.3390/info12060235openalex-snapshot
Research on Estimation Method of Geometric Features of Structured Negative Obstacle Based on Single-Frame 3D Laser Point Cloud
inferred← citeshttps://doi.org/10.3788/lop221987openalex-snapshot
基于散乱点云的列车关键部件高效滤波平滑算法
inferred← citeshttps://doi.org/10.3991/ijet.v16i22.26875openalex-snapshot
Design and Realization of a Fuzzy Comprehensive Evaluation System for Music Teaching in Higher Education
inferred← citeshttps://doi.org/10.5194/isprs-archives-xlviii-4-w12-2024-149-2024openalex-snapshot
Geometrically guided and confidence-based point cloud denoising
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