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Reconstruction and Analysis of 3D Scenes From Irregularly Distributed 3D Points to Object Classes /

This unique text/reference presents a detailed review of the processing and analysis of 3D point clouds. A fully automated framework is introduced for the complete processing workflow, incorporating the filtering of noisy data, the extraction of appropriate features, the alignment of 3D point clouds...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Weinmann, Martin (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.