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Quality assessment of image deburring algorithms

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Published under licence by IOP Publishing Ltd
, , Citation Magdalena Garvanova and Vladimir Ivanov 2021 IOP Conf. Ser.: Mater. Sci. Eng. 1031 012051 DOI 10.1088/1757-899X/1031/1/012051

1757-899X/1031/1/012051

Abstract

Camera shake during video recording is a major source of image defocus. Restoring these defocuses is one of the most important tasks in image processing. This article examines and evaluates the most commonly used algorithms in practice, namely: Richardson-Lucy algorithm, Tikhonov regularization, and Blind deconvolution. The comparisons were made using structural similarity, image sharpness, and root mean square error.

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10.1088/1757-899X/1031/1/012051