A faster SVM classification technique for remote sensing images using reduced training samples.
Kuntal ChowdhuryDebasis ChaudhuriArup Kumar PalPublished in: J. Ambient Intell. Humaniz. Comput. (2023)
Keyphrases
- training samples
- remote sensing images
- svm classification
- support vectors
- change detection
- multispectral
- remote sensing
- support vector machine
- training set
- feature space
- support vector machine svm
- hyperplane
- classification accuracy
- training data
- svm classifier
- kernel function
- image classification
- learning algorithm
- supervised learning
- test sample
- high dimensional
- support vector
- multiclass classification
- training examples
- cross validation
- classification method
- satellite images
- pattern recognition
- base classifiers
- hyperspectral
- image analysis
- reinforcement learning
- machine learning
- data mining
- k nearest neighbor
- fuzzy clustering
- input space
- nearest neighbor
- image data
- binary classifiers