DIMENSIONALITY BASED SCALE SELECTION IN 3D LIDAR POINT CLOUDS

96 citations as recorded by crossref.

1. Robust cylinder fitting in laser scanning point cloud data A. Nurunnabi et al. 10.1016/j.measurement.2019.01.095
2. A Convolutional Neural Network-Based 3D Semantic Labeling Method for ALS Point Clouds Z. Yang et al. 10.3390/rs9090936
3. Errors of Airborne Bathymetry LiDAR Detection Caused by Ocean Waves and Dimension-Based Laser Incidence Correction K. Guo et al. 10.3390/rs13091750
4. Classification of Handheld Laser Scanning Tree Point Cloud Based on Different KNN Algorithms and Random Forest Algorithm W. Lin et al. 10.3390/f12030292
5. An Efficient Framework for Mobile Lidar Trajectory Reconstruction and Mo-norvana Segmentation E. Che & M. Olsen 10.3390/rs11070836
6. Street environment change detection from mobile laser scanning point clouds W. Xiao et al. 10.1016/j.isprsjprs.2015.04.011
7. Voxel-Based Extraction and Classification of 3-D Pole-Like Objects From Mobile LiDAR Point Cloud Data Z. Kang et al. 10.1109/JSTARS.2018.2869801
8. A Large-Scale Evaluation Of Shape-Aware Neighborhood Weights And Neighborhood Sizes M. Skrodzki & E. Zimmermann 10.1016/j.cad.2021.103107
9. A branch-trunk-constrained hierarchical clustering method for street trees individual extraction from mobile laser scanning point clouds J. Li et al. 10.1016/j.measurement.2021.110440
10. Segmentation of Planar Surfaces from Laser Scanning Data Using the Magnitude of Normal Position Vector for Adaptive Neighborhoods C. Kim et al. 10.3390/s16020140
11. Supervoxel-based extraction and classification of pole-like objects from MLS point cloud data J. Li & X. Cheng 10.1016/j.optlastec.2021.107562
12. Distinctive 2D and 3D features for automated large-scale scene analysis in urban areas M. Weinmann et al. 10.1016/j.cag.2015.01.006
13. Indoor Point Cloud Segmentation Using Iterative Gaussian Mapping and Improved Model Fitting B. Zhao et al. 10.1109/TGRS.2020.2984943
14. Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds N. Arnold et al. 10.5334/jcaa.66
15. A Classification-Segmentation Framework for the Detection of Individual Trees in Dense MMS Point Cloud Data Acquired in Urban Areas M. Weinmann et al. 10.3390/rs9030277
16. 3D Large-Scale Point Cloud Semantic Segmentation Using Optimal Feature Description Vector Network: OFDV-Net J. Li et al. 10.1109/ACCESS.2020.3044166
17. Surface-Based Registration of Airborne and Terrestrial Mobile LiDAR Point Clouds T. Teo & S. Huang 10.3390/rs61212686
18. Automated Schedule and Cost Control Using 3D Sensing Technologies A. ElQasaby et al. 10.3390/app13020783
19. Automatic Clearance Anomaly Detection for Transmission Line Corridors Utilizing UAV-Borne LIDAR Data C. Chen et al. 10.3390/rs10040613
20. An Improved Convolution Neural Network-Based Model for Classifying Foliage and Woody Components from Terrestrial Laser Scanning Data B. Wu et al. 10.3390/rs12061010
21. Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers M. Weinmann et al. 10.1016/j.isprsjprs.2015.01.016
22. Extraction of Liana Stems Using Geometric Features from Terrestrial Laser Scanning Point Clouds T. Han & G. Sánchez-Azofeifa 10.3390/rs14164039
23. Automated Extraction of Rail Point Clouds by Multi-Scale Dimensional Features From MLS Data F. Han et al. 10.1109/ACCESS.2023.3262732
24. Assessing the impact of 3D point neighborhood size selection on unsupervised spall classification with 3D bridge point clouds V. Kasireddy & B. Akinci 10.1016/j.aei.2022.101624
25. Geospatial Computer Vision Based on Multi-Modal Data—How Valuable Is Shape Information for the Extraction of Semantic Information? M. Weinmann & M. Weinmann 10.3390/rs10010002
26. A Post-Scan Point Cloud Colorization Method for Cultural Heritage Documentation T. Chan et al. 10.3390/ijgi10110737
27. A novel approach to de-noising 3D point clouds using mean-shift based clustering algorithm s. kamalou et al. 10.52547/jgit.9.4.1
28. NDT-LOAM: A Real-Time Lidar Odometry and Mapping With Weighted NDT and LFA S. Chen et al. 10.1109/JSEN.2021.3135055
29. Refraction error correction of Airborne LiDAR Bathymetry data considering sea surface waves W. Xu et al. 10.1016/j.jag.2021.102402
30. Classification of Terrestrial Laser Scanner Point Clouds: A Comparison of Methods for Landslide Monitoring from Mathematical Surface Approximation G. Kermarrec et al. 10.3390/rs14205099
31. Localization and Extraction of Road Poles in Urban Areas from Mobile Laser Scanning Data Y. Li et al. 10.3390/rs11040401
32. Evaluation of data subsampling and neighbourhood selection for mobile LiDAR data classification M. Mohamed et al. 10.1016/j.ejrs.2021.04.003
33. Systematic Comparison of Power Corridor Classification Methods from ALS Point Clouds S. Peng et al. 10.3390/rs11171961
34. A note on the forward-Douglas–Rachford splitting for monotone inclusion and convex optimization H. Raguet 10.1007/s11590-018-1272-8
35. [Paper] Automatic Detection of Sharp Edges from Point Cloud Using Surface Universality Rating S. Erdenebayar et al. 10.3169/mta.12.9
36. Building Extraction from Airborne LiDAR Data Based on Multi-Constraints Graph Segmentation Z. Hui et al. 10.3390/rs13183766
37. New Feature Classes for Acoustic Habitat Mapping—A Multibeam Echosounder Point Cloud Analysis for Mapping Submerged Aquatic Vegetation (SAV) P. Held & J. Schneider von Deimling 10.3390/geosciences9050235
38. Individual Extraction of Street Trees From MLS Point Clouds Based on Tree Nonphotosynthetic Components Clustering J. Li et al. 10.1109/JSTARS.2023.3281787
39. Street Tree Crown Detection with Mobile Laser Scanning Data Using a Grid Index and Local Features Q. Li et al. 10.1007/s41064-022-00208-w
40. A Multiview Stereo Algorithm Based on Image Segmentation Guided Generation of Planar Prior for Textureless Regions of Artificial Scenes N. Huang et al. 10.1109/JSTARS.2023.3237588
41. An adaptive stair-ascending gait generation approach based on depth camera for lower limb exoskeleton X. Zhao et al. 10.1063/1.5109741
42. A Novel Pallet Detection Method for Automated Guided Vehicles Based on Point Cloud Data Y. Shao et al. 10.3390/s22208019
43. Classification of ALS Point Cloud with Improved Point Cloud Segmentation and Random Forests H. Ni et al. 10.3390/rs9030288
44. Geometric Modelling for 3D Point Clouds of Elbow Joints in Piping Systems T. Chan et al. 10.3390/s20164594
45. 3D Modeling of Urban Area Based on Oblique UAS Images—An End-to-End Pipeline V. Oniga et al. 10.3390/rs14020422
46. Shape classification guided method for automated extraction of urban trees from terrestrial laser scanning point clouds X. Ning et al. 10.1007/s11042-021-11328-7
47. A Knowledge-Based Multi-Scale Adaptive Classification Approach for Mobile Laser Scanning Point Clouds in Urban Scenes M. Zheng et al. 10.1109/ACCESS.2023.3335607
48. A Review on Deep Learning Techniques for 3D Sensed Data Classification D. Griffiths & J. Boehm 10.3390/rs11121499
49. Weld Bead Detection Based on 3D Geometric Features and Machine Learning Approaches P. Rodriguez-Gonzalvez & M. Rodriguez-Martin 10.1109/ACCESS.2019.2891367
50. An Automatic Method for Tree Species Point Cloud Segmentation Based on Deep Learning L. Pu et al. 10.1007/s12524-021-01358-x
51. Monitoring of Water and Tillage Soil Erosion in Agricultural Basins, a Comparison of Measurements Acquired by Differential Interferometric Analysis of Sentinel TopSAR Images and a Terrestrial LIDAR System F. Sánchez-Crespo et al. 10.3390/land12020408
52. Modeling 3D Canopy Structure and Transmitted PAR Using Terrestrial LiDAR R. Cifuentes et al. 10.1080/07038992.2017.1286937
53. Automatic point cloud coarse registration using geometric keypoint descriptors for indoor scenes M. Bueno et al. 10.1016/j.autcon.2017.06.016
54. Using Relative Projection Density for Classification of Terrestrial Laser Scanning Data with Unknown Angular Resolution M. Chen et al. 10.3390/rs14236043
55. Automatic Segmentation and Shape-Based Classification of Retro-Reflective Traffic Signs from Mobile LiDAR Data B. Riveiro et al. 10.1109/JSTARS.2015.2461680
56. Automated Feature-Based Down-Sampling Approaches for Fine Registration of Irregular Point Clouds A. Al-Rawabdeh et al. 10.3390/rs12071224
57. IGICP: Intensity and Geometry Enhanced LiDAR Odometry L. He et al. 10.1109/TIV.2023.3336376
58. Adaptive Multiscale Feature Extraction in a Distributed System for Semantic Classification of Airborne LiDAR Point Clouds S. Singh & J. Sreevalsan-Nair 10.1109/LGRS.2021.3099935
59. 3DMASC: Accessible, explainable 3D point clouds classification. Application to bi-spectral topo-bathymetric lidar data M. Letard et al. 10.1016/j.isprsjprs.2023.11.022
60. Optimizing Multiple Kernel Learning for the Classification of UAV Data C. Gevaert et al. 10.3390/rs8121025
61. Tree stem extraction from TLS point-cloud data of natural forests based on geometric features and DBSCAN J. Zhang et al. 10.1080/10106049.2022.2034988
62. UAV building point cloud contour extraction based on the feature recognition of adjacent points distribution C. Wu et al. 10.1016/j.measurement.2024.114519
63. Topologically Aware Building Rooftop Reconstruction From Airborne Laser Scanning Point Clouds D. Chen et al. 10.1109/TGRS.2017.2738439
64. A spatial–spectral classification framework for multispectral LiDAR S. Shi et al. 10.1080/10095020.2023.2208611
65. DCARN: Deep Context Aware Recurrent Neural Network for Semantic Segmentation of Large Scale Unstructured 3D Point Cloud S. Mehmood et al. 10.1007/s11063-020-10368-8
66. Automatic Registration of Terrestrial and Airborne Point Clouds Using Building Outline Features X. Cheng et al. 10.1109/JSTARS.2017.2788054
67. Concrete Preliminary Damage Inspection by Classification of Terrestrial Laser Scanner Point Clouds through Systematic Threshold Definition Z. Hadavandsiri et al. 10.3390/ijgi8120585
68. Land Cover Classification with Multispectral LiDAR Based on Multi-Scale Spatial and Spectral Feature Selection S. Shi et al. 10.3390/rs13204118
69. A Density-Based Clustering Method for Urban Scene Mobile Laser Scanning Data Segmentation Y. Li et al. 10.3390/rs9040331
70. Analytical and numerical investigations on the accuracy and robustness of geometric features extracted from 3D point cloud data A. Dittrich et al. 10.1016/j.isprsjprs.2017.02.012
71. Classification of Terrestrial Laser Scanning Data With Density-Adaptive Geometric Features M. Chen et al. 10.1109/LGRS.2018.2860589
72. Automated detection and decomposition of railway tunnels from Mobile Laser Scanning Datasets A. Sánchez-Rodríguez et al. 10.1016/j.autcon.2018.09.014
73. A State-of-the-Art Analysis of Obstacle Avoidance Methods from the Perspective of an Agricultural Sprayer UAV’s Operation Scenario S. Ahmed et al. 10.3390/agronomy11061069
74. Evaluation of surface damage for in-service deteriorated agricultural concrete headworks using 3D point clouds by laser scanning method K. Shibano et al. 10.1007/s10333-023-00965-3
75. Aerial Point Cloud Classification Using an Alternative Approach for the Dynamic Computation of K-Nearest Neighbors I. Pârvu et al. 10.2478/jaes-2020-0023
76. Incorporating Handcrafted Features into Deep Learning for Point Cloud Classification P. Hsu & Z. Zhuang 10.3390/rs12223713
77. Integrating topographic knowledge into point cloud simplification for terrain modelling J. Chen et al. 10.1080/13658816.2023.2180801
78. Railway Overhead Contact System Point Cloud Classification X. Chen et al. 10.3390/s21154961
79. Detection, segmentation and classification of 3D urban objects using mathematical morphology and supervised learning A. Serna & B. Marcotegui 10.1016/j.isprsjprs.2014.03.015
80. Integrating topographic features and patch matching into point cloud restoration for terrain modelling J. Chen et al. 10.1080/17538947.2023.2277797
81. A structured regularization framework for spatially smoothing semantic labelings of 3D point clouds L. Landrieu et al. 10.1016/j.isprsjprs.2017.08.010
82. IAGC: Interactive Attention Graph Convolution Network for Semantic Segmentation of Point Clouds in Building Indoor Environment R. Zhai et al. 10.3390/ijgi11030181
83. Processing Strategy and Comparative Performance of Different Mobile LiDAR System Grades for Bridge Monitoring: A Case Study Y. Lin et al. 10.3390/s21227550
84. Street-side vehicle detection, classification and change detection using mobile laser scanning data W. Xiao et al. 10.1016/j.isprsjprs.2016.02.007
85. Automatic cables segmentation from a substation device based on 3D point cloud Q. Yuan et al. 10.1007/s00138-022-01358-y
86. 3D Point Cloud Semantic Segmentation Through Functional Data Analysis M. Oviedo de la Fuente et al. 10.1007/s13253-023-00567-w
87. An Adaptive End-to-End Classification Approach for Mobile Laser Scanning Point Clouds Based on Knowledge in Urban Scenes M. Zheng et al. 10.3390/rs11020186
88. Building Point Detection from Vehicle-Borne LiDAR Data Based on Voxel Group and Horizontal Hollow Analysis Y. Wang et al. 10.3390/rs8050419
89. Street tree segmentation from mobile laser scanning data Q. Li et al. 10.1080/01431161.2020.1754495
90. Building Extraction from Terrestrial Laser Scanning Data with Density of Projected Points on Polar Grid and Adaptive Threshold M. Chen et al. 10.3390/rs13214392
91. Symmetry Analysis of Oriental Polygonal Pagodas Using 3D Point Clouds for Cultural Heritage T. Chan et al. 10.3390/s21041228
92. Field Information Modeling (FIM)™: Best Practices Using Point Clouds R. Maalek 10.3390/rs13050967
93. Adaptive neighbourhood recovery method for machine learning based 3D point cloud classification J. Xue et al. 10.1080/01431161.2022.2162354
94. Automatic Stem Detection in Terrestrial Laser Scanning Data With Distance-Adaptive Search Radius M. Chen et al. 10.1109/TGRS.2017.2787782
95. 3D reconstruction of Borobudur reliefs from 2D monocular photographs based on soft-edge enhanced deep learning J. Pan et al. 10.1016/j.isprsjprs.2021.11.007
96. Extrinsic Calibration of Multiple 3D LiDAR Sensors by the Use of Planar Objects H. Lee & W. Chung 10.3390/s22197234