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Max-product type multivariate sampling operators and applications to image processing

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  • Kadak, Ugur

Abstract

In this work, we introduce and study a new family of max-product type multivariate sampling operators based on the fractional integral operator. We discuss some important properties, and establish the approximation behaviors of these operators in Lp spaces, for 1≤p<+∞. To demonstrate the modeling capability we present a novel algorithm for digital image processing by these operators based upon three different kernel families. Moreover, we give some illustrative graphics that show the convergence behaviors of the operators in both one and two-dimensional cases. Finally, we estimate the rate of convergence of these operators for functions belonging to the Lipschitz class.

Suggested Citation

  • Kadak, Ugur, 2022. "Max-product type multivariate sampling operators and applications to image processing," Chaos, Solitons & Fractals, Elsevier, vol. 157(C).
    • Handle: RePEc:eee:chsofr:v:157:y:2022:i:c:s0960077922001242
    DOI: 10.1016/j.chaos.2022.111914
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    References listed on IDEAS

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    1. Zeng, Shengda & Baleanu, Dumitru & Bai, Yunru & Wu, Guocheng, 2017. "Fractional differential equations of Caputo–Katugampola type and numerical solutions," Applied Mathematics and Computation, Elsevier, vol. 315(C), pages 549-554.
    2. Costarelli, Danilo & Seracini, Marco & Vinti, Gianluca, 2020. "A comparison between the sampling Kantorovich algorithm for digital image processing with some interpolation and quasi-interpolation methods," Applied Mathematics and Computation, Elsevier, vol. 374(C).
    3. Asdrubali, Francesco & Baldinelli, Giorgio & Bianchi, Francesco & Costarelli, Danilo & Rotili, Antonella & Seracini, Marco & Vinti, Gianluca, 2018. "Detection of thermal bridges from thermographic images by means of image processing approximation algorithms," Applied Mathematics and Computation, Elsevier, vol. 317(C), pages 160-171.
    4. Coroianu, Lucian & Costarelli, Danilo & Gal, Sorin G. & Vinti, Gianluca, 2019. "The max-product generalized sampling operators: convergence and quantitative estimates," Applied Mathematics and Computation, Elsevier, vol. 355(C), pages 173-183.
    5. Baleanu, Dumitru & Wu, Guo–Cheng & Zeng, Sheng–Da, 2017. "Chaos analysis and asymptotic stability of generalized Caputo fractional differential equations," Chaos, Solitons & Fractals, Elsevier, vol. 102(C), pages 99-105.
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    Cited by:

    1. Kadak, Ugur & Costarelli, Danilo & Coroianu, Lucian, 2023. "Neural network operators of generalized fractional integrals equipped with a vector-valued function," Chaos, Solitons & Fractals, Elsevier, vol. 177(C).

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