Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles.
Mathieu FauvelJón Atli BenediktssonJocelyn ChanussotJohannes R. SveinssonPublished in: IEEE Trans. Geosci. Remote. Sens. (2008)
Keyphrases
- hyperspectral data
- hyperspectral images
- hyperspectral
- hyperspectral imagery
- spectral signatures
- random projections
- multispectral
- remote sensing
- band selection
- infrared
- support vector
- spectral bands
- hyperspectral image classification
- support vector machine svm
- support vector machine
- spectral resolution
- feature selection
- training set
- spatial information
- spatial frequency
- kernel function
- machine learning
- hyperspectral remote sensing
- image processing
- feature vectors
- spatial resolution
- data compression
- multispectral images
- image data
- principal components
- svm classifier
- image classification
- target detection
- similarity measure
- information content