Advanced classification of UXO using fully polarimetric GPR and frequency-polarization features.
Hyoung-sun YounMinh EvansJill KobashigawaMagdy F. IskanderPublished in: IGARSS (2010)
Keyphrases
- feature vectors
- feature extraction
- feature set
- feature space
- classification process
- classification accuracy
- svm classifier
- classification models
- feature values
- extracted features
- classification method
- feature analysis
- class labels
- high dimensionality
- feature subset
- spectral features
- decision trees
- text classification
- pattern recognition
- classification scheme
- low level
- support vector machine
- machine learning
- image classification
- benchmark datasets
- features extraction
- textural features
- false positives
- feature selection algorithms
- extracting features
- irrelevant features
- feature weights
- support vector
- discriminative features
- category labels
- feature reduction
- multiple features
- feature representation
- multispectral
- classification algorithm
- machine learning algorithms
- support vector machine svm
- supervised learning
- image features