A SVM ensemble approach for spectral-contextual classification of optical high spatial resolution imagery.
Maciel ZorteaMichaela De MartinoSebastiano B. SerpicoPublished in: IGARSS (2007)
Keyphrases
- high spatial resolution
- hyperspectral data
- support vector machine svm
- support vector
- support vector machine
- high resolution
- land cover classification
- remote sensing
- svm classifier
- multispectral
- hyperspectral images
- hyperspectral imagery
- feature selection
- multispectral images
- hyperspectral
- feature vectors
- thematic mapper
- satellite imagery
- spectral bands
- pattern recognition
- machine learning
- spectral resolution
- low spatial resolution
- training set
- random projections
- spatial resolution
- remote sensing images
- feature extraction
- video camera
- image data
- multi class
- remote sensing data
- image analysis
- color images
- digital images
- satellite images
- dimension reduction
- feature space
- image enhancement
- high frequency
- image processing
- spatial and temporal resolution
- low resolution
- model selection