Compactly Supported Basis Functions as Support Vector Kernels for Classification.
Peter WittekChew Lim TanPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2011)
Keyphrases
- basis functions
- support vector
- radial basis function
- compactly supported
- wavelet bases
- linear combination
- classification accuracy
- support vector machine
- kernel function
- b spline
- support vector machine svm
- state space
- kernel methods
- feature space
- machine learning
- feature selection
- multiresolution analysis
- vector valued
- loss function
- multiresolution
- supervised learning
- data compression
- support vectors
- wavelet transform
- feature vectors
- color space
- computational complexity
- rotation invariant
- image processing