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 |
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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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