Ensemble Methods for Classification of Hyperspectral Data.
Jón Atli BenediktssonXavier CeamanosBjörn WaskeJocelyn ChanussotJohannes R. SveinssonMathieu FauvelPublished in: IGARSS (1) (2008)
Keyphrases
- hyperspectral data
- ensemble methods
- hyperspectral images
- hyperspectral
- decision trees
- machine learning methods
- hyperspectral imagery
- benchmark datasets
- pattern recognition
- random projections
- multispectral
- remote sensing
- infrared
- random forests
- machine learning
- feature space
- support vector machine svm
- base learners
- classification accuracy
- ensemble learning
- machine learning algorithms
- subspace methods
- base classifiers
- image data
- data compression
- prediction accuracy
- support vector
- support vector machine
- supervised learning
- target detection
- image analysis
- face recognition
- classification algorithm
- image classification
- feature vectors