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Minimizing the total variation under a general convex constraint for image restoration

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1 Author(s)
Malgouyres, F. ; LAGA, Univ. Paris, Villetaneuse, France

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.

Published in:

Image Processing, IEEE Transactions on  (Volume:11 ,  Issue: 12 )