Model Selection Criteria for Image Restoration
Date
2009
Authors
Seghouane, Abd-Krim
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Publisher
Institute of Electrical and Electronics Engineers (IEEE Inc)
Abstract
In this brief, the image restoration problem is approached as a learning system problem, in which a model is to be selected and parameters are estimated. Although the parameters which correspond to the restored image can easily be obtained, their quality
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Keywords
Keywords: Akaike information criterion (AIC); Bayesian information criterion (BIC); Image restoration; Model selection; Regularization; Bayesian networks; Image reconstruction; Parameter estimation; Philosophical aspects; Restoration; algorithm; article; artificial Akaike information criterion (AIC); Bayesian information criterion (BIC); Image restoration; Model selection; Regularization
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Source
IEEE Transactions on Neural Networks
Type
Journal article
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2037-12-31
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