Hyperspectral Remote Sensing in Urban Environments
Inbunden, Engelska, 2023
Av Shailesh Shankar Deshpande, Arun B. Inamdar, India) Deshpande, Shailesh Shankar (TCS Research – Tata Consultancy Services, Maharashtra, India) Inamdar, Arun B. (Indian Institute of Technology Bombay, Mumbai
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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.
Produktinformation
- Utgivningsdatum2023-10-31
- Mått156 x 234 x 21 mm
- Vikt453 g
- FormatInbunden
- SpråkEngelska
- Antal sidor282
- FörlagTaylor & Francis Ltd
- ISBN9781032359106