Publication | Closed Access
Complexity-regularized image denoising
43
Citations
31
References
2002
Year
Unknown Venue
DeblurringImage AnalysisEngineeringComplexity-regularized Image DenoisingSophisticated Complexity PenaltiesSignal ReconstructionVideo DenoisingImage DenoisingInverse ProblemsComputational ImagingImage RestorationComplexity-regularized EstimatorsMedical Image ComputingApproximation TheorySignal Processing
We introduce a new complexity regularization method for image denoising and explore the use of sophisticated complexity penalties. We have found improvements of the order of 2 dB in reconstructed image mean-squared error over existing complexity-regularized estimators.
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