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Verfasst von:Deshpande, Shailesh S. [VerfasserIn]   i
Titel:Hyperspectral Remote Sensing in Urban Environments
Mitwirkende:Inamdar, Arun B. [MitwirkendeR]   i
Ausgabe:First edition.
Verlagsort:[Place of publication not identified]
Verlag:CRC Press
Jahr:2023
Umfang:1 online resource (xviii, 282 pages).
Fussnoten:Vendor-supplied metadata
ISBN:978-1-003-32931-2
 1-003-32931-4
 978-1-000-95511-8
 1-000-95511-7
 978-1-000-95522-4
 1-000-95522-2
Abstract: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.
URL:Aggregator: https://learning.oreilly.com/library/view/-/9781000955224/?ar
Datenträger:Online-Ressource
Sprache:eng
Bibliogr. Hinweis:Erscheint auch als : Druck-Ausgabe
Sach-SW:Villes ; Télédétection
 Géographie ; Informatique
 Télédétection
 remote sensing
 TECHNOLOGY / Environmental Engineering & Technology
 Cities and towns ; Remote sensing
 Geography ; Data processing
 Remote sensing
K10plus-PPN:1910519340
 
 
Lokale URL UB: Zum Volltext
 
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