Automatic Framework for Spectral-Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles.
Pedram GhamisiJón Atli BenediktssonGabriele CavallaroAntonio PlazaPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2014)
Keyphrases
- feature extraction
- feature vectors
- feature selection
- pattern classification
- supervised learning
- machine learning
- image processing
- face recognition
- pattern recognition
- dimension reduction
- support vector machine svm
- decision trees
- feature space
- spatial constraints
- support vector
- learning algorithm
- image feature extraction
- feature representation
- spectral characteristics
- image classification
- classification accuracy
- spatial information
- linear discriminant analysis
- discriminant analysis
- gray scale
- mathematical morphology
- extracted features
- feature set
- extracting features
- spatio temporal
- fisher linear discriminant
- preprocessing