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Title: Image restoration by regularisation in uncorrelated transform domain
Authors: Choy, Steven S. O.
Chan, Yuk-hee
Siu, Wan-chi
Subjects: Uncorrelated transform domain
Image restoration
Spatial content
Uncorrelated components
Edge regions
Spatially adaptive weighting
Issue Date: Dec-2000
Publisher: IET (IEE)
Source: IEE proceedings. Vision, image and signal processing, Dec. 2000, v. 147, no. 6, p. 587-594.
Abstract: Conventional spatially adaptive regularised image restoration schemes weight the amount of regularisation according to the spatial content of an image. The authors first separately decorrelate the signals under analysis into uncorrelated components and then weight the amount of regularisation performed to these components accordingly. The proposed approach works better than conventional schemes, especially in edge regions.
Rights: © IEE, 2000. This paper is a postprint of a paper submitted to and accepted for publication in IEE Proceedings-Vision, Image and Signal Processing and is subject to Institution of Engineering and Technology Copyright. The copy of record is available at IET Digital Library.
Type: Journal/Magazine Article
DOI: 10.1049/ip-vis:20000383
ISSN: 1350-245X
Appears in Collections:EIE Journal/Magazine Articles

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