Multi-Scale Mahalanobis Kernel-Based Support Vector Machine for Classification of High-Resolution Remote Sensing Images.
Genyun SunXueqian RongAizhu ZhangHui HuangJun RongXuming ZhangPublished in: Cogn. Comput. (2021)
Keyphrases
- support vector machine
- support vector
- svm classifier
- multiscale
- support vector machine svm
- feature vectors
- classification method
- classification algorithm
- svm classification
- high classification accuracy
- kernel methods
- feature selection
- multi category
- machine learning
- multi class
- training set
- decision boundary
- generalization ability
- sequential minimal optimization
- hyperplane
- training data
- image classification
- k nearest neighbor
- kernel function
- classification accuracy
- decision trees
- soft margin
- feature space
- small sample
- ensemble classifier
- structured output
- reduced set
- feature extraction
- image representation
- binary classification
- metric learning
- euclidean distance
- pattern recognition