Hyperspectral Image Processing
tarafından
 
Wang, Liguo. author.

Başlık
Hyperspectral Image Processing

Yazar
Wang, Liguo. author.

ISBN
9783662474563

Yazar
Wang, Liguo. author.

Fiziksel Niteleme
XVII, 315 p. 121 illus., 15 illus. in color. online resource.

İçindekiler
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.

Özet
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 super-resolution reconstruction are discussed in depth. Readers will gain a comprehensive understanding of these cutting-edge hyperspectral imaging techniques. Researchers and graduate students in fields such as remote sensing, surveying and mapping, geosciences and information systems will benefit from this valuable resource.

Konu Başlığı
Engineering.
 
Image processing.
 
Remote sensing.
 
Signal, Image and Speech Processing.
 
Image Processing and Computer Vision.
 
Remote Sensing/Photogrammetry.

Yazar Ek Girişi
Zhao, Chunhui.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
http://dx.doi.org/10.1007/978-3-662-47456-3


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book18557-1001TK5102.9Springer E-Book Collection