A novel quantum inspired sperm whale meta-heuristic for image thresholding

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F20%3A10244585" target="_blank" >RIV/61989100:27240/20:10244585 - isvavai.cz</a>

Výsledek na webu

<a href="https://ieeexplore.ieee.org/document/8882905" target="_blank" >https://ieeexplore.ieee.org/document/8882905</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/ICACCP.2019.8882905" target="_blank" >10.1109/ICACCP.2019.8882905</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A novel quantum inspired sperm whale meta-heuristic for image thresholding

Popis výsledku v původním jazyce

Thresholding is a renowned, simple and efficient technique/tool in image segmentation. A novel quantum inspired technique is designed on the basis of the lifestyle of sperm whales. The fundamentals of quantum features are combined with a meta-heuristic approach for designing the proposed technique. The efficiency of the proposed technique is judged in comparison with two other techniques for four test images with reference to optimal thresholds at diverse levels, the mean, standard deviation of all fitness values over different runs and the computational time. Furthermore, for all techniques, the quality of image thresholding is also judged by calculating the values of peak signal-to-noise ratio at various levels. Moreover, the supremacy of the proposed technique is statistically established by using Friedman test among all competitors. Finally, the efficiency of the proposed technique is visually exhibited by presenting convergence curves for all test images. Hence, the efficiency is visually and quantitatively established for the proposed technique in all respects. (C) 2019 IEEE.

Název v anglickém jazyce

A novel quantum inspired sperm whale meta-heuristic for image thresholding

Popis výsledku anglicky

Thresholding is a renowned, simple and efficient technique/tool in image segmentation. A novel quantum inspired technique is designed on the basis of the lifestyle of sperm whales. The fundamentals of quantum features are combined with a meta-heuristic approach for designing the proposed technique. The efficiency of the proposed technique is judged in comparison with two other techniques for four test images with reference to optimal thresholds at diverse levels, the mean, standard deviation of all fitness values over different runs and the computational time. Furthermore, for all techniques, the quality of image thresholding is also judged by calculating the values of peak signal-to-noise ratio at various levels. Moreover, the supremacy of the proposed technique is statistically established by using Friedman test among all competitors. Finally, the efficiency of the proposed technique is visually exhibited by presenting convergence curves for all test images. Hence, the efficiency is visually and quantitatively established for the proposed technique in all respects. (C) 2019 IEEE.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2020

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

2019 2nd International Conference on Advanced Computational and Communication Paradigms, ICACCP 2019

ISBN

978-1-5386-7989-0

ISSN

—

e-ISSN

—

Počet stran výsledku

7

Strana od-do

—

Název nakladatele

IEEE

Místo vydání

Piscataway

Místo konání akce

Gangtok

Datum konání akce

25. 2. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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