Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines

Multi-Channel Morphological Profiles for Classification of Hyperspectral Images Using Support Vector Machines

Hyperspectral imaging is a new remote sensing technique that generates hundreds of images, corresponding to different wavelength channels, for the same area on the surface of the Earth. Supervised classification of hyperspectral image data sets is a challenging problem due to the limited availabilit...

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Bibliographic Details
Main Authors: Javier Plaza, Cristina Barra, Antonio J. Plaza
Format: Article
Language:English
Published: MDPI AG 2009-01-01
Series:Sensors
Subjects:
Hyperspectral imaging
remote sensing
morphological profiles
spatial-spectral classification
vector ordering
land-cover classification
support vector machine (SVM)
Online Access:http://www.mdpi.com/1424-8220/9/1/196/

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http://www.mdpi.com/1424-8220/9/1/196/

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