Spectral-Spatial Classification of Multispectral Images Using Kernel Feature Space Representation.
Sergio BernabéPrashanth Reddy MarpuAntonio PlazaMauro Dalla MuraJón Atli BenediktssonPublished in: IEEE Geosci. Remote. Sens. Lett. (2014)
Keyphrases
- feature space
- multispectral images
- multispectral
- classification accuracy
- feature vectors
- image representation
- kernel function
- spectral bands
- support vector
- hyperspectral images
- multispectral image segmentation
- feature selection
- remote sensing images
- support vector machine
- kernel methods
- spatial resolution
- mercer kernel
- mean shift
- feature extraction
- high dimensional feature space
- input space
- feature set
- spectral reflectance
- spatial information
- pattern recognition
- color images
- edge information
- hyperspectral imagery
- spectral images
- machine learning
- fusion method
- remote sensing
- principal component analysis
- dimensionality reduction
- image reconstruction
- high spatial resolution
- image features
- image classification