Wavelet deconvolution in a periodic setting using cross-validation.
Leming QuPartha S. RouthKyungduk KoPublished in: IEEE Signal Process. Lett. (2006)
Keyphrases
- radial basis function
- cross validation
- support vector
- denoising
- model selection
- artificial neural networks
- hyperparameters
- variable selection
- neural network
- wavelet transform
- cross validated
- regression problems
- image restoration
- training set
- regularization parameter
- generalization error
- least squares
- ls svm
- feature extraction
- error estimates
- wavelet coefficients
- nearest neighbor classifiers
- multiresolution
- image denoising
- database
- unseen data
- information criterion
- learning algorithm
- machine learning
- data sets