Polarimetric SAR decomposition parameter subset selection and their optimal dynamic range evaluation for urban area classification using Random Forest.
Siddharth HariharanSiddhesh TirodkarAvik BhattacharyaPublished in: Int. J. Appl. Earth Obs. Geoinformation (2016)
Keyphrases
- random forest
- dynamic range
- subset selection
- decision trees
- feature set
- urban areas
- feature selection
- transfer function
- pattern recognition
- classification accuracy
- feature vectors
- machine learning
- support vector
- ensemble methods
- base classifiers
- benchmark datasets
- support vector machine
- optimal solution
- feature space
- class labels
- multi label
- feature subset
- image classification
- hill climbing
- image data
- multiscale