Model Selection Criteria for Image Restoration

Date

2009

Authors

Seghouane, Abd-Krim

Journal Title

Journal ISSN

Volume Title

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

Description

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

Citation

Source

IEEE Transactions on Neural Networks

Type

Journal article

Book Title

Entity type

Access Statement

License Rights

Restricted until

2037-12-31