Kernel functions in convolution surfaces: a comparative analysis.
Andrei SherstyukPublished in: Vis. Comput. (1999)
Keyphrases
- kernel function
- support vector
- kernel methods
- feature space
- input space
- support vector regression
- support vector machine
- high dimensional
- image processing
- hyperplane
- feature maps
- reproducing kernel hilbert space
- kernel learning
- high dimensional feature space
- kernel matrices
- kernel matrix
- svm classification
- gaussian kernel
- svm classifier
- feature set
- kernel trick
- polynomial kernels
- low dimensional
- computer vision
- multiple kernel learning
- training data
- dot product