Hyperspectral Image Processing

• Main Authors: Wang, Liguo (Author), Zhao, Chunhui (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Subjects: Engineering.; Image processing.; Remote sensing.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Remote Sensing/Photogrammetry.

Based on the authors’ research, this book introduces the main processing techniques in hyperspectral imaging. In this context, SVM-based classification, distance comparison-based endmember extraction, SVM-based spectral unmixing, spatial attraction model-based sub-pixel mapping, and MAP/POCS-based s...

Table of Contents:

• Basic theory and main processing techniques of hyperspectral remote sensing
• Classification technique for HSI
• Endmember extraction technique of HSI
• Spectral unmixing technique of HSI
• Sub-pixel mapping technique of HSI
• Super-resolution technique of HSI
• Anomaly detection technique of HSI
• Dimensionality reduction and compression technique of HSI
• Introduction to hyperspectral remote sensing applications.