Classification of fully polarimetric SAR images based on ensemble learning and feature integration.
Lamei ZhangXiao WangMeng LiWooil M. MoonPublished in: IGARSS (2014)
Keyphrases
- sar images
- ensemble learning
- synthetic aperture radar
- automatic target recognition
- sar imagery
- generalization ability
- ensemble classifier
- polarimetric sar
- feature vectors
- sar data
- ensemble methods
- classification accuracy
- support vector
- pattern recognition
- image reconstruction
- decision trees
- feature set
- support vector machine
- feature space
- base classifiers
- machine learning
- machine learning methods
- target detection
- feature selection
- image classification
- classification algorithm
- benchmark datasets
- support vector machine svm
- image features
- feature extraction
- infrared
- bp neural network
- machine learning algorithms
- unlabeled data
- model selection
- maximum likelihood
- multi class
- image analysis
- image processing