Autonomous algorithms for image restoration

Meir Griniasty 1
1 PASTIS - Scene Analysis and Symbolic Image Processing
CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : We describe a general theoretical framework for algorithms that adaptively tune all their parameters during the restoration of a noisy image. The adaptation procedure is based on a mean field approach which is known as ``Deterministic Annealing'', and is reminiscent of the ``Deterministic Bolzmann Machiné'. The algorithm is less time consuming in comparison with its simulated annealing alternative. We apply the theory to several architectures and compare their performances.
Type de document :
Rapport
RR-2405, INRIA. 1994
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https://hal.inria.fr/inria-00074270
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Soumis le : mercredi 24 mai 2006 - 14:54:21
Dernière modification le : jeudi 11 janvier 2018 - 16:41:02
Document(s) archivé(s) le : mardi 12 avril 2011 - 16:21:43

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Meir Griniasty. Autonomous algorithms for image restoration. RR-2405, INRIA. 1994. 〈inria-00074270〉

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