An Assessment of Alternative Strategies for Constructing EMD-Based Kernel Functions for Use in an SVM for Image Classification.
Anton ZamolotskikhPadraig CunninghamPublished in: CBMI (2007)
Keyphrases
- kernel function
- image classification
- support vector
- svm classification
- svm classifier
- support vectors
- support vector machine
- kernel methods
- feature space
- input space
- kernel parameters
- feature extraction
- kernel matrix
- distance measure
- reproducing kernel hilbert space
- kernel learning
- hyperplane
- support vector regression
- high dimensional feature space
- image features
- support vector machine svm
- feature maps
- high dimensional
- multiple kernel learning
- wavelet support vector machine
- polynomial kernels
- feature set
- feature selection
- kernel pca
- machine learning