loading
Documents

Research.Publish.Connect.

Paper

Authors: David González-Patiño 1 ; Yenny Villuendas-Rey 2 and Amadeo J. Argüelles-Cruz 1

Affiliations: 1 Centro de Investigación en Computación del Instituto Politécnico Nacional, Avenida Juan de Dios Bátiz esq. Miguel Othón de Mendizábal, Nueva Industrial Vallejo, Gustavo A. Madero, 07738, Ciudad de México, D.F. and Mexico ; 2 Centro de Innovación y Desarrollo Tecnológico en Cómputo del Instituto Politécnico Nacional, Av. Juan de Dios Bátiz s/n, Nueva Industrial Vallejo, Gustavo A. Madero, 07700 Ciudad de México, D.F. and Mexico

ISBN: 978-989-758-330-8

Keyword(s): Segmentation, Mammography, Bioinspired Algorithm.

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.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 35.171.146.16

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
González-Patiño, D.; Villuendas-Rey, Y. and Argüelles-Cruz, A. (2018). The Potential Use of Bioinspired Algorithms Applied in the Segmentation of Mammograms.In Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR, ISBN 978-989-758-330-8, pages 303-306. DOI: 10.5220/0006951103030306

@conference{kdir18,
author={David González{-}Patiño. and Yenny Villuendas{-}Rey. and Amadeo J. Argüelles{-}Cruz.},
title={The Potential Use of Bioinspired Algorithms Applied in the Segmentation of Mammograms},
booktitle={Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR,},
year={2018},
pages={303-306},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006951103030306},
isbn={978-989-758-330-8},
}

TY - CONF

JO - Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 1: KDIR,
TI - The Potential Use of Bioinspired Algorithms Applied in the Segmentation of Mammograms
SN - 978-989-758-330-8
AU - González-Patiño, D.
AU - Villuendas-Rey, Y.
AU - Argüelles-Cruz, A.
PY - 2018
SP - 303
EP - 306
DO - 10.5220/0006951103030306

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.