Automatic Unsupervised Classification of Snow-covered Areas by Decision-tree Classification and Minimum-error Thresholding.
Giorgia MacchiavelloGabriele MoserGiorgio BoniSebastiano B. SerpicoPublished in: IGARSS (2) (2009)
Keyphrases
- unsupervised classification
- decision trees
- minimum error
- remote sensing data
- supervised classification
- unsupervised learning
- data clustering
- clustering ensemble
- naive bayes
- pattern recognition
- machine learning
- hyperspectral images
- machine learning methods
- decision rules
- machine learning algorithms
- support vector
- image classification
- multispectral
- supervised learning
- image segmentation
- training set
- svm classifier
- bayes optimal
- remote sensing images
- remote sensing
- classification accuracy
- feature extraction
- learning algorithm