Support vector machines and object-based classification for obtaining land-use/cover cartography from Hyperion hyperspectral imagery.
George P. PetropoulosChariton KalaitzidisKrishna Prasad VadrevuPublished in: Comput. Geosci. (2012)
Keyphrases
- hyperspectral imagery
- support vector
- hyperspectral data
- hyperspectral images
- remote sensing
- hyperspectral
- classification accuracy
- multispectral
- support vector machine
- large margin classifiers
- target detection
- spatial resolution
- remote sensing images
- svm classifier
- feature selection
- spectral bands
- infrared
- decision trees
- pattern recognition
- kernel function
- support vector machine svm
- change detection
- feature extraction
- feature vectors
- high dimensional feature space
- radial basis function
- training samples
- feature space
- image analysis
- high quality
- satellite images
- training data
- machine learning