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231223s2003 xx |||||o 00| ||eng c |
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|a 10.1109/TIP.2003.818015
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|a eng
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| 100 |
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|a Molina, Rafael
|e verfasserin
|4 aut
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| 245 |
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|a Bayesian multichannel image restoration using compound Gauss-Markov random fields
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|c 2003
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|a Text
|b txt
|2 rdacontent
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|a ƒaComputermedien
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|2 rdamedia
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|a ƒa Online-Ressource
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|2 rdacarrier
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|a Date Completed 20.05.2010
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|a Date Revised 04.02.2008
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|a published: Print
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|a Citation Status PubMed-not-MEDLINE
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|a In this paper, we develop a multichannel image restoration algorithm using compound Gauss-Markov random fields (CGMRF) models. The line process in the CGMRF allows the channels to share important information regarding the objects present in the scene. In order to estimate the underlying multichannel image, two new iterative algorithms are presented and their convergence is established. They can be considered as extensions of the classical simulated annealing and iterative conditional methods. Experimental results with color images demonstrate the effectiveness of the proposed approaches
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|a Journal Article
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|a Mateos, Javier
|e verfasserin
|4 aut
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| 700 |
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|a Katsaggelos, Aggelos K
|e verfasserin
|4 aut
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| 700 |
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|a Vega, Miguel
|e verfasserin
|4 aut
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| 773 |
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|i Enthalten in
|t IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
|d 1992
|g 12(2003), 12 vom: 15., Seite 1642-54
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|x 1941-0042
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| 773 |
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|g volume:12
|g year:2003
|g number:12
|g day:15
|g pages:1642-54
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|u http://dx.doi.org/10.1109/TIP.2003.818015
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