Remote Sensing Digital Image Analysis An Introduction /

• Main Authors: Richards, John A. (Author), Jia, Xiuping (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Edition: 4th Edition.
• Subjects: Engineering.; Earth sciences.; Geophysics.; Image processing.; Geographical information systems.; Electrical engineering.; Electrical Engineering.; Signal, Image and Speech Processing.; Earth Sciences, general.; Geophysics/Geodesy.; Geographical Information Systems/Cartography.; Image Processing and Computer Vision.

Remote Sensing Digital Image Analysis provides the non-specialist with an introduction to quantitative evaluation of satellite and aircraft derived remotely retrieved data. Each chapter covers the pros and cons of digital remotely sensed data, without detailed mathematical treatment of computer base...

Table of Contents:

• Sources and Characteristics of Remote Sensing Image Data
• Error Correction and Registration of Image Data
• The Interpretation of Digital Image Data
• Radiometric Enhancement Techniques
• Geometric Enhancement Using Image Domain Techniques
• Multispectral Transformations of Image Data
• Fourier Transformation of Image Data
• Supervised Classification Techniques
• Clustering and Unsupervised Classification
• Feature Reduction
• Image Classification Methodologies
• Multisource, Multisensor Methods
• Interpretation of Hyperspectral Image Data.