Spectral and spatial classification of earthquake images by support vector selection and adaptation.
Gülsen Taskin KayaOkan K. ErsoyMustafa E. KamasakPublished in: SoCPaR (2010)
Keyphrases
- high resolution
- support vector
- satellite images
- test images
- image classification
- spatial frequency
- classification accuracy
- hyperspectral images
- image data
- thematic mapper
- spectral characteristics
- image database
- image features
- spatial information
- support vector machine
- cross validation
- image analysis
- hyperspectral data
- input image
- image registration
- edge detection
- spectral features
- machine learning
- image retrieval
- feature selection
- three dimensional
- generalization ability
- hyperspectral
- supervised learning
- pattern recognition
- gabor filters
- feature space
- spatial data
- svm classification
- text classification
- support vector machine svm
- training examples
- hyperspectral imagery
- svm classifier
- principal components
- multispectral
- spatial relationships
- spatial correlation
- multispectral images
- image set
- skin lesion
- object recognition
- spectral bands
- decision trees
- spectral signatures