Shape distribution features for point cloud analysis – a geometric histogram approach on multiple scales

43 citations as recorded by crossref.

1. Hierarchical SVM for Semantic Segmentation of 3D Point Clouds for Infrastructure Scenes M. Mansour et al.
2. A comprehensive shape analysis pipeline for stereoscopic measurements of particulate populations in suspension A. Rajagopalan et al.
3. Metrological Analysis with Covariance Features of Micro-Channels Fabricated with a Femtosecond Laser M. Verdi et al.
4. Optimising 3D point cloud semantic segmentation: ML and manual refinement in the UNESCO Saltaire Village V. Cotella et al.
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6. Learning Traversability From Point Clouds in Challenging Scenarios M. Bellone et al.
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9. Path Segmentation from Point Cloud Data for Autonomous Navigation K. Rajathi et al.
10. Weld Bead Detection Based on 3D Geometric Features and Machine Learning Approaches P. Rodriguez-Gonzalvez & M. Rodriguez-Martin
11. A Distance Correlation Approach for Optimum Multiscale Selection in 3D Point Cloud Classification M. Oviedo-de la Fuente et al.
12. Performance Analysis of Random Forest Algorithm in Automatic Building Segmentation with Limited Data R. Widyastuti et al.
13. Characterizing Ensembles of Platelike Particles via Machine Learning A. Jaeggi et al.
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19. Analysis of Lidar Actuator System Influence on the Quality of Dense 3D Point Cloud Obtained with SLAM P. Trybała et al.
20. To Expedite Roadway Identification and Damage Assessment in LiDAR 3D Imagery for Disaster Relief Public Assistance S. Mehta et al.
21. Voxel-based 3D Point Cloud Semantic Segmentation: Unsupervised Geometric and Relationship Featuring vs Deep Learning Methods F. Poux & R. Billen
22. Classification of UAV point clouds by random forest machine learning algorithm M. ZEYBEK
23. Assessing the impact of 3D point neighborhood size selection on unsupervised spall classification with 3D bridge point clouds V. Kasireddy & B. Akinci
24. Targeted Rock Slope Assessment Using Voxels and Object-Oriented Classification I. Farmakis et al.
25. Hampering the early aggregation of PrP-E200K protein by charge-based inhibitors: a computational study M. Agamennone et al.
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27. Semiautomatic Workflow for Accurate LiDAR-Derived DSM Retrieval in Aquatic Scenarios via Water Surface Mapping E. Piaser et al.
28. Geometric characterization and segmentation of historic buildings using classification algorithms and convolutional networks in HBIM J. Moyano et al.
29. Filtering Stems and Branches from Terrestrial Laser Scanning Point Clouds Using Deep 3-D Fully Convolutional Networks Z. Xi et al.
30. Target Classification for 3D-ISAR Using CNNs C. Pui et al.
31. Foundations for Strip Adjustment of Airborne Laserscanning Data with Conformal Geometric Algebra E. Hitzer et al.
32. Improvement of 3D LiDAR point cloud classification of urban road environment based on random forest classifier M. Mohamed et al.
33. Three-Dimensional Urban Land Cover Classification by Prior-Level Fusion of LiDAR Point Cloud and Optical Imagery Y. Chen et al.
34. Inlier Point Preservation in Outlier Points Removed from the ALS Point Cloud M. Zeybek
35. Hyper-dimensional Visualization of Cultural Heritage: A Novel Multi-analytical Approach on 3D Pomological Models in the Collection of the University of Milan E. Grifoni et al.
36. [Paper] Automatic Detection of Sharp Edges from Point Cloud Using Surface Universality Rating S. Erdenebayar et al.
37. Exploring deep fully convolutional neural networks for surface defect detection in complex geometries D. García Peña et al.
38. Two-Layered Graph-Cuts-Based Classification of LiDAR Data in Urban Areas Y. Yang et al.
39. Advancements in portable mobile mapping system point-cloud classification: a user-centric comparison of open-source and commercial machine learning and deep learning solutions M. Previtali et al.
40. SHREC 2020: 3D point cloud semantic segmentation for street scenes T. Ku et al.
41. Multimodal Data Fusion System for Accurate Identification of Impact Points on Rocks in Mining Comminution Tasks J. Kern et al.
42. Hierarchical Classification of Urban ALS Data by Using Geometry and Intensity Information X. Liu et al.
43. Machine Learning Generalisation across Different 3D Architectural Heritage E. Grilli & F. Remondino