Hyperspectral Remote Sensing in Urban Environments - Shailesh Shankar Deshpande - Arun B. Inamdar

Hyperspectral Remote Sensing in Urban Environments

Shailesh Shankar Deshpande - Arun B. Inamdar
pubblicato da CRC Press

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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.