Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles.
Mathieu FauvelJocelyn ChanussotJón Atli BenediktssonJohannes R. SveinssonPublished in: IGARSS (2007)
Keyphrases
- hyperspectral data
- hyperspectral images
- hyperspectral
- hyperspectral imagery
- random projections
- remote sensing
- multispectral
- spectral signatures
- support vector
- band selection
- spectral bands
- hyperspectral image classification
- infrared
- feature selection
- hyperspectral remote sensing
- spatial correlation
- data compression
- image data
- svm classifier
- principal components
- feature vectors
- training set
- spatial resolution
- target detection
- support vector machine svm
- classification accuracy
- machine learning
- spatial frequency
- support vector machine
- image classification
- pattern recognition
- change detection
- remote sensing images
- frame rate
- hyperplane
- training samples
- image analysis
- feature extraction
- image processing
- computer vision