Hyperspectral Image Processing

• Κύριοι συγγραφείς: Wang, Liguo (Συγγραφέας), Zhao, Chunhui (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.