Multi-scale Support Vector Machine Optimization by Kernel Target-Alignment.
María Pérez-OrtizPedro Antonio GutiérrezJavier Sánchez-MonederoCésar Hervás-MartínezPublished in: ESANN (2013)
Keyphrases
- multiscale
- support vector machine
- kernel function
- support vector
- kernel methods
- kernel machines
- feature space
- optimization algorithm
- feature selection
- gaussian kernel
- hyperplane
- global optimization
- scale space
- multi class
- image representation
- feature vectors
- machine learning
- svm classification
- coarse to fine
- feature extraction
- optimal kernel
- edge detection
- decision function
- kernel principal component analysis
- parameter optimization
- kernel pca
- multiple kernel learning
- similarity measure
- input space
- training data
- training set
- keypoints
- multi objective
- support vector machine svm