A multiple classifier approach for spectral-spatial classification of hyperspectral data.
Yuliya TarabalkaJón Atli BenediktssonJocelyn ChanussotJames C. TiltonPublished in: IGARSS (2010)
Keyphrases
- hyperspectral data
- hyperspectral
- hyperspectral images
- hyperspectral imagery
- pixel classification
- multispectral
- spectral signatures
- random projections
- infrared
- remote sensing
- band selection
- spectral bands
- hyperspectral image classification
- feature space
- support vector machine
- target detection
- data compression
- principal components
- decision trees
- support vector
- class labels
- spectral resolution
- spatial frequency
- spatial resolution
- remote sensing images
- training set
- image data
- feature vectors
- feature selection
- pattern recognition
- image analysis
- spatial correlation
- svm classifier
- nearest neighbor classifier
- high dimensional
- dimensionality reduction
- feature set
- spatial information
- change detection