A novel quantum inspired sperm whale meta-heuristic for image thresholding
The result's identifiers
Result code in 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>
Result on the web
<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>
Alternative languages
Result language
angličtina
Original language name
A novel quantum inspired sperm whale meta-heuristic for image thresholding
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2019 2nd International Conference on Advanced Computational and Communication Paradigms, ICACCP 2019
ISBN
978-1-5386-7989-0
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
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Publisher name
IEEE
Place of publication
Piscataway
Event location
Gangtok
Event date
Feb 25, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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