A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Hyperspectral remote sensing in urban environments
"This book is intended to provide a detailed perspective on techniques and challenges in detecting the urban materials using hyperspectral data including systematic perspective on spectral properties of the materials and methods. It adopts 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. It covers complete processing chain of hyperspectral data specifically in urban environment and gives more information about the mapping and classification of urban scenes. The book includes information from basic imaging spectroscopy to the advanced methods such as deep learning for imaging spectroscopy and reviews detailed spectral characteristics of urban materials commonly found in world cities. It also discusses advanced supervised methods such as deep learning with 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"--
Hyperspectral remote sensing in urban environments
"This book is intended to provide a detailed perspective on techniques and challenges in detecting the urban materials using hyperspectral data including systematic perspective on spectral properties of the materials and methods. It adopts 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. It covers complete processing chain of hyperspectral data specifically in urban environment and gives more information about the mapping and classification of urban scenes. The book includes information from basic imaging spectroscopy to the advanced methods such as deep learning for imaging spectroscopy and reviews detailed spectral characteristics of urban materials commonly found in world cities. It also discusses advanced supervised methods such as deep learning with 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"--
Hyperspectral remote sensing in urban environments
Deshpande, Shailesh Shankar (author) / Inamdar, Arun B. (author)
First edition
2024
xvii, 282 Seiten
Illustrationen, Diagramme
Includes bibliographical references and index
Book
English
Remote sensing of urban environments: Special issue
| Online Contents | 2012
Urban structure type characterization using hyperspectral remote sensing and height information
| Online Contents | 2012
The PCA-NDWI Urban Water Extraction Model Based on Hyperspectral Remote Sensing
| DOAJ | 2024