A Hybrid Model for Classification of Remote Sensing Images With Linear SVM and Support Vector Selection and Adaptation.
Gülsen Taskin KayaPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2013)
Keyphrases
- hybrid model
- support vector
- linear svm
- remote sensing images
- support vector machine
- support vector regression
- logistic regression
- support vector machine svm
- classification accuracy
- linear support vector machines
- remote sensing
- change detection
- generalization ability
- multi spectral images
- multispectral
- svm classifier
- support vectors
- feature selection
- landsat etm
- hyperplane
- artificial neural networks
- cross validation
- text categorization
- multi class classification
- neural network
- loss function
- pattern recognition
- feature space
- image classification
- kernel function
- genetic algorithm
- machine learning
- training samples
- model selection
- training examples
- feature vectors
- class labels
- feature extraction
- decision trees
- image processing
- data mining
- data sets