X-SVM: An Extension of C-SVM Algorithm for Classification of High-Resolution Satellite Imagery.
Giannis LantzanakisZina MitrakaNektarios ChrysoulakisPublished in: IEEE Trans. Geosci. Remote. Sens. (2021)
Keyphrases
- support vector machine svm
- classification algorithm
- classification method
- multi class classification
- support vector machine
- support vector
- support vectors
- svm classifier
- svm classification
- learning algorithm
- improves the classification accuracy
- machine learning
- knn
- pattern recognition
- sequential minimal optimization
- standard svm
- decision forest
- training data
- feature vectors
- expectation maximization
- multi class
- detection algorithm
- training set
- computational complexity
- k nearest neighbor
- feature selection
- image classification
- cost sensitive
- generalization ability
- training process
- feature extraction
- object detection
- semi supervised