STATISTICAL OUTLIER DETECTION METHOD FOR AIRBORNE LIDAR DATA

57 citations as recorded by crossref.

1. Accessible remote sensing of bridge movement monitoring with UAV-based SfM photogrammetry and unsupervised machine learning N. Praphaphankul et al. https://doi.org/10.1080/15732479.2026.2698097
2. Segmentation of 3D Point Cloud Data Based on Supervoxel Technique R. Rampriya & R. Suganya https://doi.org/10.1016/j.procs.2020.04.045
3. Real-Time Safe Landing Zone Identification Based on Airborne LiDAR A. Massoud et al. https://doi.org/10.3390/s23073491
4. A Real-Time Proximity Sensing System Using Point Cloud Segmentation in an Octree Structure M. Hwang et al. https://doi.org/10.1109/JSEN.2025.3557382
5. Noise Point Detection From Airborne LiDAR Point Cloud Based on Spatial Hierarchical Directional Relationship Y. Lin et al. https://doi.org/10.1109/ACCESS.2022.3196388
6. Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement S. Li et al. https://doi.org/10.1109/TMM.2023.3318317
7. Influence of Agisoft Metashape Parameters on UAS Structure from Motion Individual Tree Detection from Canopy Height Models W. Tinkham & N. Swayze https://doi.org/10.3390/f12020250
8. Unmanned Aircraft System (UAS) Structure-From-Motion (SfM) for Monitoring the Changed Flow Paths and Wetness in Minerotrophic Peatland Restoration L. Ikkala et al. https://doi.org/10.3390/rs14133169
9. Fine-Scale Quantification of Absorbed Photosynthetically Active Radiation (APAR) in Plantation Forests with 3D Radiative Transfer Modeling and LiDAR Data X. Zhao et al. https://doi.org/10.34133/plantphenomics.0166
10. Multitemporal Field-Based Maize Plant Height Information Extraction and Verification Using Solid-State LiDAR J. Zhao et al. https://doi.org/10.3390/agronomy14051069
11. Three Dimensional Change Detection Using Point Clouds: A Review A. Kharroubi et al. https://doi.org/10.3390/geomatics2040025
12. Development of a UAV LiDAR-Based Framework for Consolidation Settlement Monitoring Through Spatial Analysis S. Ko et al. https://doi.org/10.3390/jmse13061106
13. A novel intelligent inspection robot with deep stereo vision for three-dimensional concrete damage detection and quantification C. Yuan et al. https://doi.org/10.1177/14759217211010238
14. Estimating Crown Biomass in a Multilayered Fir Forest Using Airborne LiDAR Data N. Georgopoulos et al. https://doi.org/10.3390/rs15112919
15. Advancing table beet root yield estimation via unmanned aerial systems (UAS) multi-modal sensing M. Saif et al. https://doi.org/10.1016/j.isprsjprs.2025.12.026
16. Evaluating the reliability of bi-temporal canopy height model generated from airborne laser scanning for monitoring forest growth in boreal forest region Z. Yu et al. https://doi.org/10.1080/17538947.2024.2345725
17. A Maximum Entropy Based Outlier Removal for Airborne LiDAR Point Clouds G. Jiang et al. https://doi.org/10.1109/JSTARS.2024.3478069
18. High-fidelity 3D sonar point cloud data reconstruction of underwater bridge caisson foundation for scour inspection J. Yan et al. https://doi.org/10.1016/j.measurement.2024.116480
19. Trend analysis and outlier distribution of CO2 and CH4: A case study at a rural site in northern Spain I. Pérez et al. https://doi.org/10.1016/j.scitotenv.2022.153129
20. Enhancing Robot Inclusivity in the Built Environment: A Digital Twin-Assisted Assessment of Design Guideline Compliance A. Ezhilarasu et al. https://doi.org/10.3390/buildings14051193
21. Low-complexity adaptive radius outlier removal filter based on PCA for lidar point cloud denoising Y. Duan et al. https://doi.org/10.1364/AO.416341
22. Low-complexity point cloud denoising for LiDAR by PCA-based dimension reduction Y. Duan et al. https://doi.org/10.1016/j.optcom.2020.126567
23. Estimating volume of oversized copper ore chunks in an underground mine using a laser scanner and an RGB camera for hammering efficiency assessment P. Dąbek et al. https://doi.org/10.1080/17480930.2023.2289302
24. High-Precision defect detection and geometric verification in pipe jacking projects using computer vision and point cloud data H. Yan et al. https://doi.org/10.1016/j.rineng.2025.105358
25. Geometric Model of 3D Cadastre for Strata Title using 2D and 3D Data Integration Approach R. Widyastuti et al. https://doi.org/10.1088/1755-1315/1276/1/012007
26. RTCrownNet: A dual-channel deep learning framework for accurate rubber tree crown extraction from UAV LiDAR point clouds L. Li et al. https://doi.org/10.1016/j.compag.2025.111093
27. Building footprint extraction from aerial photogrammetric point cloud data using its geometric features M. Sharma & R. Garg https://doi.org/10.1016/j.jobe.2023.107387
28. A multilevel feature-based method for mapping sparse point clouds to CAD models Y. Zeng et al. https://doi.org/10.1016/j.cagd.2025.102457
29. The use of Otsu algorithm and multi-temporal airborne LiDAR data to detect building changes in urban space R. dos Santos et al. https://doi.org/10.1007/s12518-021-00371-6
30. Supporting Operational Tree Marking Activities through Airborne LiDAR Data in the Frame of Sustainable Forest Management N. Georgopoulos et al. https://doi.org/10.3390/f14122311
31. Improved Iterative CD-Spline Approach for Building Boundary Regularization Using Airborne LiDAR Data R. dos Santos et al. https://doi.org/10.1109/JSTARS.2025.3581438
32. Multiscale hierarchy denoising method for heritage building point cloud model noise removal S. Liu et al. https://doi.org/10.1038/s40494-025-01639-5
33. Rapid viewshed analyses: A case study with visibilities limited by trees and buildings J. Parent & Q. Lei-Parent https://doi.org/10.1016/j.apgeog.2023.102942
34. Performance Analysis of Random Forest Algorithm in Automatic Building Segmentation with Limited Data R. Widyastuti et al. https://doi.org/10.3390/ijgi13070235
35. Laser scanning data processed using Msplit estimation and sliding window algorithm R. Duchnowski & P. Wyszkowska https://doi.org/10.2478/rgg-2025-0017
36. Extracting Linear Structures from LiDAR Data by Msplit Estimation and Different Segmentation Approaches P. Wyszkowska & R. Duchnowski https://doi.org/10.3390/rs18152488
37. Estimation of Individual Tree Stem Biomass in an Uneven-Aged Structured Coniferous Forest Using Multispectral LiDAR Data N. Georgopoulos et al. https://doi.org/10.3390/rs13234827
38. Road and Building Reconstruction from 3D LiDAR Point Clouds: A Scoping Review N. Krishnakumar et al. https://doi.org/10.1007/s11831-026-10580-0
39. Processing TLS heterogeneous data by applying robust Msplit estimation P. Wyszkowska & R. Duchnowski https://doi.org/10.1016/j.measurement.2022.111298
40. Advancing Railway Infrastructure Monitoring: A Case Study on Railway Pole Detection Y. Yan et al. https://doi.org/10.32604/cmc.2024.057949
41. Scan vs. BIM: High-fidelity mesh model updating of cable-stayed bridge structure at component-element level from 3D point clouds J. Shu et al. https://doi.org/10.1016/j.conbuildmat.2026.147109
42. Point Cloud Completion: A Survey K. Tesema et al. https://doi.org/10.1109/TVCG.2023.3344935
43. Development and Experiment of Adaptive Oolong Tea Harvesting Robot Based on Visual Localization R. Yu et al. https://doi.org/10.3390/agriculture14122213
44. Bathymetric Survey of the St. Anthony Channel (Croatia) Using Multibeam Echosounders (MBES)—A New Methodological Semi-Automatic Approach of Point Cloud Post-Processing A. Šiljeg et al. https://doi.org/10.3390/jmse10010101
45. Selection of an Algorithm for Assessing the Verticality of Complex Slender Objects Using Semi-Automatic Point Cloud Analysis W. Matwij et al. https://doi.org/10.3390/rs16030435
46. Automated rebar classification from point clouds M. Arjmand et al. https://doi.org/10.1016/j.autcon.2026.106922
47. Aerial Laser Scanning Data as a Source of Terrain Modeling in a Fluvial Environment: Biasing Factors of Terrain Height Accuracy Z. Szabó et al. https://doi.org/10.3390/s20072063
48. A Quantitative and Qualitative Comparison of 3D Digitization Techniques for Sustainable Display of High-Detail Museum Artifacts: The Sine Quadrant Example A. Incekara & D. Seker https://doi.org/10.3390/electronics15071373
49. Voxel-Based Path Planning for Autonomous Vehicles in Parking Lots Z. Lin et al. https://doi.org/10.3390/ijgi14040147
50. FOR: Point Cloud Outlier Removal Based on Fuzzy Theory and Informativeness and Its Application to 3D Object Detection L. Gan et al. https://doi.org/10.3390/s26103070
51. Comparison of LiDAR Data Filtration Algorithms for Enhanced Situational Awareness Under Noisy Conditions M. Prio et al. https://doi.org/10.1109/TIV.2024.3466312
52. Msplit Estimation with Local or Global Robustness Against Outliers—Applications and Limitations in LiDAR Data Processing P. Wyszkowska & R. Duchnowski https://doi.org/10.3390/rs16234512
53. Biodiversity facets affect community surface temperature via 3D canopy structure in grassland communities C. Guimarães‐Steinicke et al. https://doi.org/10.1111/1365-2745.13631
54. Detection of Low Elevation Outliers in TanDEM-X DEMs With Histogram and Adaptive TIN K. Zhang et al. https://doi.org/10.1109/TGRS.2021.3061100
55. HBIM between Antiquity and Industrial Archaeology: Former Segrè Papermill and Sanctuary of Hercules in Tivoli E. Currà et al. https://doi.org/10.3390/su14031329
56. A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks Y. Zhang et al. https://doi.org/10.1007/s11263-023-01934-3
57. A Fine-Scale Segmentation Method for Individual Rubber Trees Based on UAV LiDAR Point Cloud L. Li et al. https://doi.org/10.1109/TGRS.2025.3593292