Description
Reconstruction and Analysis of 3D Scenes, Softcover reprint of the original 1st ed. 2016
From Irregularly Distributed 3D Points to Object Classes
Author: Weinmann Martin
Language: EnglishSubject for Reconstruction and Analysis of 3D Scenes:
Keywords
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
Publication date: 03-2016
Support: Print on demand
Publication date: 04-2018
Support: Print on demand
Description
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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