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Image restoration is an ill-posed inverse problem, which has introduced the regularisation method to suppress over-amplification. However, the regularisation causes the reblurring problem and does not eliminate ringing artefacts effectively. A directional regularisation approach is proposed to reduce the reblurring problem and the ringing artefacts in iterative image restoration.
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Lee et al. (2003) studied this question.
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