Reconstruction and Analysis of 3D Scenes, Softcover reprint of the original 1st ed. 2016 From Irregularly Distributed 3D Points to Object Classes
Auteur : Weinmann Martin
Introduction
Preliminaries of 3D Point Cloud Processing
A Brief Survey on 2D and 3D Feature Extraction
Point Cloud Registration
Co-Registration of 2D Imagery and 3D Point Cloud Data
3D Scene Analysis
Conclusions and Future Work
Reviews the latest research on 3D point cloud generation, feature extraction, point cloud registration, feature selection and 3D scene analysis
Introduces a new framework for advanced point cloud processing from raw data to semantic objects
Includes detailed evaluations of methods on various benchmark datasets, in order to provide objective results and conclusions
Includes supplementary material: sn.pub/extras
Date de parution : 03-2016
Ouvrage de 233 p.
15.5x23.5 cm
Date de parution : 04-2018
Ouvrage de 233 p.
15.5x23.5 cm
Thème de Reconstruction and Analysis of 3D Scenes :
Mots-clés :
2D Feature Extraction; 3D Feature Extraction; 3D Scene Analysis and Interpretation; Classification; Computer Vision; Feature Importance and Selection; Filtering; Laser Scanning; Lidar; Photogrammetry; Point Cloud; Point Cloud Registration; Range Camera; Time-of-Flight; Visual Features; remote sensing/photogrammetry