TY - GEN
T1 - The potential use of bioinspired algorithms applied in the segmentation of mammograms
AU - González-Patiño, David
AU - Villuendas-Rey, Yenny
AU - Argüelles-Cruz, Amadeo J.
N1 - Publisher Copyright:
Copyright © 2018 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved.
PY - 2018
Y1 - 2018
N2 - In this article, we present the potential use of bioinspired algorithms for segmentation. The comparison is done with 3 bioinspired algorithms and Otsu method, which is an algorithm currently used to perform image segmentation. The vast majority of bioinspired algorithms were designed for optimization, however in this work, an adjustment is done to use the function to be optimized as a function that allows us to segment an image. The results in this work showed that the bioinspired algorithms are a good alternative to perform the task of segmentation in medical images, specifically mammography.
AB - In this article, we present the potential use of bioinspired algorithms for segmentation. The comparison is done with 3 bioinspired algorithms and Otsu method, which is an algorithm currently used to perform image segmentation. The vast majority of bioinspired algorithms were designed for optimization, however in this work, an adjustment is done to use the function to be optimized as a function that allows us to segment an image. The results in this work showed that the bioinspired algorithms are a good alternative to perform the task of segmentation in medical images, specifically mammography.
KW - Bioinspired algorithm
KW - Mammography
KW - Segmentation
UR - http://www.scopus.com/inward/record.url?scp=85059010959&partnerID=8YFLogxK
U2 - 10.5220/0006951103030306
DO - 10.5220/0006951103030306
M3 - Contribución a la conferencia
AN - SCOPUS:85059010959
T3 - IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
SP - 303
EP - 306
BT - IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
A2 - Fred, Ana
A2 - Filipe, Joaquim
PB - SciTePress
T2 - 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2018
Y2 - 18 September 2018 through 20 September 2018
ER -