Evolutionary Multi-level Thresholding for Breast Thermogram Segmentation

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F22%3A10249011" target="_blank" >RIV/61989100:27240/22:10249011 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-030-84910-8_27" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-84910-8_27</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-84910-8_27" target="_blank" >10.1007/978-3-030-84910-8_27</a>

Result language
angličtina
Original language name
Evolutionary Multi-level Thresholding for Breast Thermogram Segmentation
Original language description
In the pre-processing of the digital thermograms, multi-level thresholding plays a crucial role in the segmentation of thermographic images for better clinical decision support. This paper attempts to optimize the multi-level thresholding method for thermographic image segmentation using Differential Evolution (DE) with the Otsu's between class variance. We have compared the results of the proposed method with the other popular metaheuristics- PSO, GWO and WOA. We have applied the Wilcoxon rank-sum test for the performance evaluation.
Czech name
—
Czech description
—

Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project
<a href="/en/project/LTAIN19176" target="_blank" >LTAIN19176: Metaheuristics Framework for Multi-objective Combinatorial Optimization Problems (META MO-COP)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Lecture Notes in Networks and Systems. Volume 312
ISBN
978-3-030-84909-2
ISSN
2367-3370
e-ISSN
2367-3389
Number of pages
11
Pages from-to
253-263
Publisher name
Springer
Place of publication
Cham
Event location
Tchaj-čung
Event date
Sep 1, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000704003000027

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