Classification of PolSAR Images Based on SVM with Self-Paced Learning Optimization.
Wenshuai ChenDong HaiShuiping GouLicheng JiaoPublished in: IGARSS (2018)
Keyphrases
- support vector machine svm
- image classification
- support vector
- indoor outdoor
- image data
- svm classifier
- image database
- classification algorithm
- image analysis
- support vector machine
- three dimensional
- feature vectors
- input image
- machine learning
- classification method
- image retrieval
- improves the classification accuracy
- pattern recognition
- image features
- image registration
- skin lesion
- decision boundary
- knn
- object recognition
- test images
- similarity measure
- pigmented skin lesions
- multi class classification
- extracted features
- classification accuracy
- feature selection
- supervised learning
- training set
- feature space
- kernel machines
- preprocessing stage
- feature maps
- k nearest neighbor
- generalization ability
- decision trees
- svm classification
- single feature
- visual features
- discriminative classifiers
- principal components
- multi class
- segmentation algorithm