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Hyperspectral Remote Sensing in Urban Environments.
・ISBN 978-1-032-35910-6 2023 hard GB£ 145.99
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・ISBN 978-1-032-35911-3 2025 paper GB£ 55.99
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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-003-32931-2
| 著者・編者 | Deshpande, Shailesh Shankar / Inamdar, Arun B., |
|---|---|
| 出版社 | (CRC Pr., US) |
| 出版年月 | 2023.10 |
| ページ数 | 282 pp. |
| 言語 | ENG |
| ニュース番号 | <701-738> |
解説
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.