Hyperspectral Remote Sensing in Urban Environments
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- Hardcover
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Form:Einzelkauf Download
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Sprache:Englisch
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eBook Format:PDF
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inkl. gesetzl. MwSt.Beschreibung
Produktdetails
Format
Kopierschutz
Ja
Family Sharing
Nein
Text-to-Speech
Nein
Erscheinungsdatum
31.10.2023
Verlag
Taylor & Francis eBooksSeitenzahl
300 (Printausgabe)
Auflage
1. Auflage
Sprache
Englisch
EAN
9781000955118
This book is intended to provide a detailed perspective on techniques and challenges in detecting urban materials using hyperspectral data including a systematic perspective on the spectral properties of the materials and methods. It adopts a process chain approach in describing the topic and explains image processing steps from reflectance calibration to final insights. The objective of the book is to provide in-depth information on hyperspectral remote sensing of urban materials covering global case studies as applicable.
Features:
- Covers the complete processing chain of hyperspectral data specifically in urban environments;
- Gives more information about the mapping and classification of urban scenes;
- Includes information from basic imaging spectroscopy to advanced methods such as deep learning for imaging spectroscopy;
- Reviews detailed spectral characteristics of urban materials commonly found in world cities;
- Discusses advanced supervised methods such as deep learning with a due focus on hyperspectral data analysis.
This book is aimed at professionals and graduate students in Hyperspectral Imaging, Urban Remote Sensing, and Hyperspectral Image Processing.
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