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Communication dans un congrès

Bidimensional Colored Fuzzy Entropy Measure: a Cutaneous Microcirculation Study

Abstract : In this study, we propose a new irregularity measure for colored images, the so-called bidimensional colored fuzzy entropy, FuzEnC 2D . This measure is based on information theory and fuzzy concept. We test its sensitivity to parameters such as tolerance level and window size, as well as its ability to quantify different degrees of irregularity in image textures. Afterwards, we evaluate dermoscopic images of two different microcirculatory states obtained at rest and upon contact heating. The goal of comparing these dermoscopic images is to test if the method is able to distinguish two kinds of microcirculation states. The results show that FuzEnC 2D is a proper colored image irregularity measure having low sensitivity to the choice of parameters. We also show its significance in identifying relaxed and vasodilated microcirculatory states in dermoscopic images. This work creates new opportunities in medical applications for colored images with a specific importance for bedridden patients microcirculatory assessment.
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Communication dans un congrès
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Contributeur : Marie-Françoise Gerard Connectez-vous pour contacter le contributeur
Soumis le : jeudi 2 avril 2020 - 15:08:31
Dernière modification le : lundi 4 avril 2022 - 15:52:02




Mirvana Hilal, Andreia Sofia F. Gaudencio, Clémence Berthin, Pedrono Guilherme Vaz, Joao Cardoso, et al.. Bidimensional Colored Fuzzy Entropy Measure: a Cutaneous Microcirculation Study. 2019 Fifth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2019, Tripoli, Lebanon. pp.1-4, ⟨10.1109/ICABME47164.2019.8940215⟩. ⟨hal-02529725⟩



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