Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs.
Ferdinando GiaccoChristian ThielLuca PuglieseSilvia ScarpettaMaria MarinaroPublished in: IEEE Trans. Geosci. Remote. Sens. (2010)
Keyphrases
- support vector
- feature selection
- classification method
- image analysis
- support vector machine svm
- machine learning
- pattern classification
- text classification
- support vector machine
- pattern recognition
- feature vectors
- feature space
- knn
- neural network
- decision boundary
- training data
- image processing
- multispectral satellite images
- training set
- training support vector machines
- support vector machine classifiers
- majority voting
- generalization ability
- classification algorithm
- self organizing maps
- class labels
- multiscale
- training samples