Nonparametric feature selection and support vector machine for polarimetric SAR data classification.
Yasser MaghsoudiMichael J. CollinsDonald G. LeckiePublished in: IGARSS (2011)
Keyphrases
- support vector machine
- feature selection
- sar data
- sar imagery
- support vector
- synthetic aperture radar
- svm classifier
- classification accuracy
- feature space
- support vector machine svm
- multi class
- text classification
- classification method
- machine learning
- small sample
- feature set
- sar images
- feature extraction
- feature selection algorithms
- feature vectors
- decision boundary
- training set
- multispectral
- training data
- polarimetric sar
- image classification
- image analysis
- decision trees
- false positives
- image compression
- higher order
- computer vision