Feature relevance assessment for the semantic interpretation of 3D point cloud data

43 citations as recorded by crossref.

1. 3D Photogrammetry Point Cloud Segmentation Using a Model Ensembling Framework M. Chen et al. 10.1061/(ASCE)CP.1943-5487.0000929
2. Outdoor Scene Understanding Based on Multi-Scale PBA Image Features and Point Cloud Features Y. Liu et al. 10.3390/s19204546
3. 3D Point Cloud Analysis and Classification in Large-Scale Scene Based on Deep Learning L. Wang et al. 10.1109/ACCESS.2019.2909742
4. Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers M. Weinmann et al. 10.1016/j.isprsjprs.2015.01.016
5. UAV-based urban structural damage assessment using object-based image analysis and semantic reasoning J. Fernandez Galarreta et al. 10.5194/nhess-15-1087-2015
6. A Bayesian-Network-Based Classification Method Integrating Airborne LiDAR Data With Optical Images Z. Kang et al. 10.1109/JSTARS.2016.2628775
7. Discriminative-Dictionary-Learning-Based Multilevel Point-Cluster Features for ALS Point-Cloud Classification Z. Zhang et al. 10.1109/TGRS.2016.2599163
8. Weld Bead Detection Based on 3D Geometric Features and Machine Learning Approaches P. Rodriguez-Gonzalvez & M. Rodriguez-Martin 10.1109/ACCESS.2019.2891367
9. Weakly supervised semantic segmentation of airborne laser scanning point clouds Y. Lin et al. 10.1016/j.isprsjprs.2022.03.001
10. Noise-robust transparent visualization of large-scale point clouds acquired by laser scanning T. Uchida et al. 10.1016/j.isprsjprs.2020.01.004
11. Long-term mass-balance monitoring and evolution of ice in caves through structure from motion–multi-view stereo and ground-penetrating radar techniques A. Securo et al. 10.1177/03091333211065123
12. Automatic Detection and Segmentation of Columns in As-Built Buildings from Point Clouds L. Díaz-Vilariño et al. 10.3390/rs71115651
13. 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
14. 3D Classification of Cold-Water Coral Reefs: A Comparison of Classification Techniques for 3D Reconstructions of Cold-Water Coral Reefs and Seabed L. de Oliveira et al. 10.3389/fmars.2021.640713
15. Methodology of Detection and Classification of Selected Aviation Obstacles Based on UAV Dense Image Matching M. Lalak & D. Wierzbicki 10.1109/JSTARS.2022.3149105
16. 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
17. Semantic-Based Building Extraction from LiDAR Point Clouds Using Contexts and Optimization in Complex Environment Y. Wang et al. 10.3390/s20123386
18. Lithic or metal tools: Techno-traceological and 3D analysis of rock art L. Zotkina & V. Kovalev 10.1016/j.daach.2019.e00099
19. A Multilevel Point-Cluster-Based Discriminative Feature for ALS Point Cloud Classification Z. Zhang et al. 10.1109/TGRS.2016.2514508
20. A Multiscale and Hierarchical Feature Extraction Method for Terrestrial Laser Scanning Point Cloud Classification Z. Wang et al. 10.1109/TGRS.2014.2359951
21. 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
22. Evaluation of data subsampling and neighbourhood selection for mobile LiDAR data classification M. Mohamed et al. 10.1016/j.ejrs.2021.04.003
23. TerraMobilita/iQmulus urban point cloud analysis benchmark B. Vallet et al. 10.1016/j.cag.2015.03.004
24. Geometric Primitives in LiDAR Point Clouds: A Review S. Xia et al. 10.1109/JSTARS.2020.2969119
25. An Efficient and General Framework for Aerial Point Cloud Classification in Urban Scenarios E. Özdemir et al. 10.3390/rs13101985
26. A probabilistic graphical model for the classification of mobile LiDAR point clouds Z. Kang & J. Yang 10.1016/j.isprsjprs.2018.04.018
27. Effective Selection of Variable Point Neighbourhood for Feature Point Extraction from Aerial Building Point Cloud Data E. Dey et al. 10.3390/rs13081520
28. 3D Large-Scale Point Cloud Semantic Segmentation Using Optimal Feature Description Vector Network: OFDV-Net J. Li et al. 10.1109/ACCESS.2020.3044166
29. Classification of LiDAR Point Clouds Using Supervoxel-Based Detrended Feature and Perception-Weighted Graphical Model Y. Xu et al. 10.1109/JSTARS.2019.2951293
30. Fast template matching and pose estimation in 3D point clouds R. Vock et al. 10.1016/j.cag.2018.12.007
31. Contour Extraction in Buildings in Airborne LiDAR Point Clouds Using Multiscale Local Geometric Descriptors and Visual Analytics J. Sreevalsan-Nair et al. 10.1109/JSTARS.2018.2833801
32. 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
33. Classification of ALS Point Clouds Using End-to-End Deep Learning L. Winiwarter et al. 10.1007/s41064-019-00073-0
34. Machine Learning Generalisation across Different 3D Architectural Heritage E. Grilli & F. Remondino 10.3390/ijgi9060379
35. Automatic Extraction of Road Points from Airborne LiDAR Based on Bidirectional Skewness Balancing J. Martínez Sánchez et al. 10.3390/rs12122025
36. Joint Margin, Cograph, and Label Constraints for Semisupervised Scene Parsing From Point Clouds J. Mei et al. 10.1109/TGRS.2018.2811748
37. Classification of 3D Digital Heritage E. Grilli & F. Remondino 10.3390/rs11070847
38. Pole-Like Objects Segmentation and Multiscale Classification-Based Fusion from Mobile Point Clouds in Road Scenes Z. Wang et al. 10.3390/rs13214382
39. 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
40. From the Semantic Point Cloud to Heritage-Building Information Modeling: A Semiautomatic Approach Exploiting Machine Learning V. Croce et al. 10.3390/rs13030461
41. Two-Dimensional Shape Analysis of Complex Geometry Based on Photogrammetric Models of Iconostases I. Đurić et al. 10.3390/app11157042
42. Accuracy Assessment of Cultural Heritage Models Extracting 3D Point Cloud Geometric Features with RPAS SfM-MVS and TLS Techniques A. Capolupo 10.3390/drones5040145
43. Combined Use of 3D and HSI for the Classification of Printed Circuit Board Components S. Polat et al. 10.3390/app11188424