On the choice of regularisation parameter in image restoration

Kay, J.W. (1988) On the choice of regularisation parameter in image restoration. In: Kittler, J. (ed.) Pattern Recognition. Series: Lecture notes in computer science (301). Springer-Verlag: Berlin ; New York, pp. 587-596. ISBN 9783540190363 (doi:10.1007/3-540-19036-8_59)

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Abstract

This paper considers the application of the method of regularisation within the context of the restoration of degraded two-dimensional images. In particular, several recipes for choosing an appropriate degree of regularisation are described and their performance compared with reference to test-images. Some of these methods require the availability of a data-based noise-estimator; a neighbourhood noise estimator is proposed and its performance is discussed.

Item Type:Book Sections
Status:Published
Glasgow Author(s) Enlighten ID:Kay, Dr James
Authors: Kay, J.W.
College/School:College of Science and Engineering > School of Mathematics and Statistics > Statistics
Publisher:Springer-Verlag
ISBN:9783540190363

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