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On Non-blind Image Restoration

Samarasinghe, Pradeepa; Kennedy, Rodney; Li, Hongdong


In this paper we develop a new fast non-blind image restoration algorithm with the goals of simplicity, high performance and computational efficiency. The speed advantage over previous algorithms, which is up to two orders of magnitude over existing schemes, is achieved by a novel choice of ground truth prior which enables the use of frequency domain methods for constrained deconvolution. In addition, we study recent likelihood models used in image restoration to guide the most effective...[Show more]

CollectionsANU Research Publications
Date published: 2009
Type: Conference paper
Source: Proceedings of International Conference on Signal Processing and Communication Systems (ICSPCS 2009)
DOI: 10.1109/ICSPCS.2009.5306407


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