Sub-Optimum Signal Linear Detector Using Wavelets and Support Vector Machines
Jaime GómezIgnacio MelgarJuan SeijasDiego AndinaPublished in: CoRR (2005)
Keyphrases
- support vector
- signal processing
- learning machines
- large margin classifiers
- multiresolution
- spatial filters
- autocorrelation function
- nonlinear filters
- image processing
- wavelet transform
- wavelet packet
- matched filter
- low pass filter
- transfer function
- non stationary
- classification accuracy
- logistic regression
- detection method
- high frequency
- generalization ability
- maximum margin
- fir filters
- detection algorithm
- image compression
- linear filters
- support vector machine
- perfect reconstruction
- polynomial kernels
- wavelet frame
- hyperplane
- filter bank
- cross validation
- loss function
- kernel function
- multi class