A joint spatial and spectral SVM's classification of panchromatic images.
Mathieu FauvelJocelyn ChanussotJón Atli BenediktssonPublished in: IGARSS (2007)
Keyphrases
- multispectral images
- image classification
- spatial frequency
- support vector machine svm
- support vector
- multi spectral images
- multispectral
- hyperspectral images
- hyperspectral data
- support vector machine
- spectral bands
- svm classifier
- spectral characteristics
- satellite images
- remote sensing
- thematic mapper
- indoor outdoor
- spatial information
- spatial relationships
- image data
- feature vectors
- feature selection
- image features
- image database
- hyperspectral
- hyperspectral imagery
- image analysis
- remote sensing images
- svm classification
- human skin
- classification method
- landsat etm
- classification algorithm
- pattern recognition
- training set
- generalization ability
- input image
- class labels
- feature space
- image retrieval
- spectral features
- multi class classification
- knn
- multi class
- image registration
- spatial correlation
- feature extraction
- object recognition
- text classification
- spatial resolution
- multiple images
- gabor filters
- spatial data
- multiple kernel learning
- edge detection
- support vectors
- multiresolution
- training samples
- spatial coordinates
- spectral signatures
- fuzzy support vector machine
- infrared