Minimizing the total variation under a general convex constraint for image restoration.
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- Record sourced from PubMed, PMID 18249713.
- Also identified by DOI 10.1109/TIP.2002.806241.
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Abstract
In this paper, we present a general framework for image restoration; despite its simplicity, certain variational and certain wavelet approaches can be formulated within this framework. This permits the construction of a natural model, with only one parameter, which has the advantages of both approaches. We give a mathematical analysis of this model, describe our algorithm and illustrate this by some experiments.