A note on Taylor boundary conditions for accurate image restoration |
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Authors: | Pietro Dell’Acqua |
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Affiliation: | 1.Dipartimento di Ingegneria, Scienze Informatiche e Matematica,Università degli Studi dell’Aquila,L’Aquila,Italy |
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Abstract: | In recent years, several efforts were made in order to introduce boundary conditions for deblurring problems that allow to get accurate reconstructions. This resulted in the birth of Reflective, Anti-Reflective and Mean boundary conditions, which are all based on the idea of guaranteeing the continuity of the signal/image outside the boundary. Here we propose new boundary conditions that are obtained by suitably combining Taylor series and finite difference approximations. Moreover, we show that also Anti-Reflective and Mean boundary conditions can be attributed to the same framework. Numerical results show that, in case of low levels of noise and blurs able to perform a suitable smoothing effect on the original image (e.g. Gaussian blur), the proposed boundary conditions lead to a significant improvement of the restoration accuracy with respect to those available in the literature. |
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