Ensemble Methods for Spectral-spatial Classification of Urban Hyperspectral Data.
Xin-Lu WangBjörn WaskeJón Atli BenediktssonPublished in: IGARSS (4) (2009)
Keyphrases
- hyperspectral data
- hyperspectral images
- hyperspectral
- ensemble methods
- hyperspectral imagery
- spectral signatures
- random projections
- remote sensing
- multispectral
- machine learning methods
- spectral bands
- decision trees
- infrared
- prediction accuracy
- benchmark datasets
- spatial information
- data compression
- spectral resolution
- ensemble learning
- principal components
- target detection
- spatial correlation
- image analysis
- spatial resolution
- remote sensing images
- support vector machine
- image processing
- base classifiers
- data sets
- change detection
- supervised learning
- base learners
- support vector
- machine learning
- data mining
- neural network