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Behzad Ghanbari

Behzad Ghanbari

Academic rank: Associate Professor
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Education: PhD.
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Faculty: Basic and Applied Sciences
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Research

Title
A new application of fractional Atangana–Baleanu derivatives: Designing ABC-fractional masks in image processing
Type
JournalPaper
Keywords
Numerical approximation; Image processing; Image denoising; Fractional masks; Atangana–Baleanu fractional integration
Year
2020
Journal PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
DOI
Researchers Behzad Ghanbari ، Abdon Atangana

Abstract

Based on a new definition for derivative and integral of fractional-order, several frac-tional masks have been presented for the use of image denoising. In each method, theprocess involves constructing a square and then applying it to all the correspondingblocksinthenoisyimage.Wehavemeasuredthedenoisingperformanceofourproposedmasks by employing some known indexes. They are the peak signal-to-noise ratio(PSNR), ENTROPY, and SSIM. The obtained experimental results show that our proposedmasks are computationally efficient, and their performances are compatible with otherstandard and fractional smoothing filters.