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Novel low-pass two-dimensional Mittag-Leffler filter and its application in image processing
  • Ivo Petras
Ivo Petras
Technical University of Kosice, Technical University of Kosice

Corresponding Author:[email protected]

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Abstract

This express brief presents an innovative Mittag-Leffler two-dimensional filter and its application in the image processing. The proposed filter leverages the utilization of a Mittag-Leffler function within the probability density function. It introduces three adjustable parameters that enable the manipulation of the curve shape and the filter's forgetting factor. Moreover, a two-dimensional Mittag-Leffler distribution was defined and used for the first time in an image filter. By conducting a comparative analysis against conventional filtering techniques, the paper showcases the distinct advantages of the proposed filter through illustrative examples. Additionally, the paper provides detailed implementation explanations and presents the Matlab function corresponding to the proposed two-dimensional filter.