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
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 18557-1001 | TK5102.9 | Springer E-Book Collection |