An EMD-SVM screening system for retina digital images: The effect of kernels and parameters.
Salim LahmiriChristian S. GargourMarcel GabreaPublished in: ISSPA (2012)
Keyphrases
- digital images
- support vector
- kernel parameters
- kernel function
- kernel methods
- svm classification
- support vector machine svm
- feature space
- support vector machine
- multiple kernel learning
- multiple kernel
- multi class
- parameter values
- polynomial kernels
- support vectors
- maximum margin
- optimal parameters
- radial basis function
- rbf kernel
- knn
- kernel machines
- distance measure
- training data
- classification algorithm
- feature maps
- kernel learning
- linear svm
- feature vectors
- high dimensional
- training set
- support vector machines for classification
- kernel svms