Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/1492
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Title: A new approach for restoring block-transform coded images with estimation of correlation matrices
Authors: Choy, SSO
Chan, YH 
Siu, WC 
Issue Date: 1997
Source: International Conference on Image Processing : proceedings : October 26-29, 1997, Santa Barbara, California, v.2, p. 342-345
Abstract: This paper presents a new restoration approach to reduce coding artifacts in block-transform image coding. Different from conventional restoration techniques, the proposed one is non-iterative and requires light computational cost, yet can reconstruct objectively and subjectively better images. This good performance is achieved because of the following advantages the proposed approach has: (i) efficient incorporation of the solution bound into restoration; and (ii) effective exploitation of local image properties and statistical knowledge about the quantizers used.
Keywords: Block codes
Computational complexity
Correlation methods
Cost effectiveness
Image coding
Image compression
Image quality
Matrix algebra
Parameter estimation
Standards
Publisher: IEEE
ISBN: 0-8186-8183-7
Rights: © 1997 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
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