Fixed Point Optimization Method for Image Restoration

Anantachai Padcharoen, Poom Kumam

Abstract


In this paper, we introduce the modified MM-algorithm (MMMA) and forward-backward modified MM-algorithm (FBMMMA). Furthermore, we prove that any sequence generated by the proposed algorithms converge to a set of solution. As applications, we apply the FBMMMA algorithm to solving image restoration problems.  We found that our algorithm has a higher efficiency than the others in the literature.

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The Thai Journal of Mathematics organized and supported by The Mathematical Association of Thailand and Thailand Research Council and the Center for Promotion of Mathematical Research of Thailand (CEPMART).

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|ISSN 1686-0209|