Hyperspectral Remote Sensing in Urban Environments

• Author(s): Shailesh Shankar Deshpande, Arun B. Inamdar,
• Publisher: CRC Press
• Pages: 300
• ISBN_10: 1000955117
  ISBN_13: 9781000955118
  
• Language: en
• Categories: Technology & Engineering / Environmental / General , Business & Economics / Industries / Agribusiness , Technology & Engineering / Agriculture / General , Science / Earth Sciences / Geology , Social Science / Human Geography , Technology & Engineering / Remote Sensing & Geographic Information Systems ,

Description:...

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.