The potential use of bioinspired algorithms applied in the segmentation of mammograms

David González-Patiño; Yenny Villuendas-Rey; Amadeo J. Argüelles-Cruz

doi:10.5220/0006951103030306

The potential use of bioinspired algorithms applied in the segmentation of mammograms

David González-Patiño, Yenny Villuendas-Rey, Amadeo J. Argüelles-Cruz

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

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.

Original language	English
Title of host publication	IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Editors	Ana Fred, Joaquim Filipe
Publisher	SciTePress
Pages	303-306
Number of pages	4
ISBN (Electronic)	9789897583308
DOIs	https://doi.org/10.5220/0006951103030306
State	Published - 2018
Event	10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2018 - Seville, Spain Duration: 18 Sep 2018 → 20 Sep 2018

Publication series

Name	IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
Volume	1

Conference

Conference	10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2018
Country/Territory	Spain
City	Seville
Period	18/09/18 → 20/09/18

Keywords

Bioinspired algorithm
Mammography
Segmentation

Access to Document

10.5220/0006951103030306

Cite this

González-Patiño, D., Villuendas-Rey, Y., & Argüelles-Cruz, A. J. (2018). The potential use of bioinspired algorithms applied in the segmentation of mammograms. In A. Fred, & J. Filipe (Eds.), IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (pp. 303-306). (IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; Vol. 1). SciTePress. https://doi.org/10.5220/0006951103030306

González-Patiño, David ; Villuendas-Rey, Yenny ; Argüelles-Cruz, Amadeo J. / The potential use of bioinspired algorithms applied in the segmentation of mammograms. IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. editor / Ana Fred ; Joaquim Filipe. SciTePress, 2018. pp. 303-306 (IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management).

@inproceedings{c88a7cbf156642a7bf53afbf33e3ddf7,

title = "The potential use of bioinspired algorithms applied in the segmentation of mammograms",

abstract = "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.",

keywords = "Bioinspired algorithm, Mammography, Segmentation",

author = "David Gonz{\'a}lez-Pati{\~n}o and Yenny Villuendas-Rey and Arg{\"u}elles-Cruz, {Amadeo J.}",

note = "Publisher Copyright: Copyright {\textcopyright} 2018 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved.; 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2018 ; Conference date: 18-09-2018 Through 20-09-2018",

year = "2018",

doi = "10.5220/0006951103030306",

language = "Ingl{\'e}s",

series = "IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management",

publisher = "SciTePress",

pages = "303--306",

editor = "Ana Fred and Joaquim Filipe",

booktitle = "IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management",

}

González-Patiño, D, Villuendas-Rey, Y & Argüelles-Cruz, AJ 2018, The potential use of bioinspired algorithms applied in the segmentation of mammograms. in A Fred & J Filipe (eds), IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, vol. 1, SciTePress, pp. 303-306, 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2018, Seville, Spain, 18/09/18. https://doi.org/10.5220/0006951103030306

The potential use of bioinspired algorithms applied in the segmentation of mammograms. / González-Patiño, David; Villuendas-Rey, Yenny ; Argüelles-Cruz, Amadeo J.
IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. ed. / Ana Fred; Joaquim Filipe. SciTePress, 2018. p. 303-306 (IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

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 -

González-Patiño D, Villuendas-Rey Y , Argüelles-Cruz AJ. The potential use of bioinspired algorithms applied in the segmentation of mammograms. In Fred A, Filipe J, editors, IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. SciTePress. 2018. p. 303-306. (IC3K 2018 - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management). doi: 10.5220/0006951103030306

The potential use of bioinspired algorithms applied in the segmentation of mammograms

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this