New Bioinspired Filter of DICOM Images

Arata Andrade Saraiva, N. M. Fonseca Ferreira, Antonio Valente

Abstract

The article refers to a new model of genetic algorithm. The method used has finality of optimize the filtering of artifacts in DICOM images in two-steps.The first step is constituted by filterings with BM4D, 3d median filter and ellipsoid filter. The second step is formed by the application of operators of simple mutations in the previously recovered image, for that was used: intensity change, gaussian filter and mean filter. As a result, a better performance filter was obtained and which provides an improvement in diagnosis, in diseases assessment and in decisions making by the professional.

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Paper Citation


in Harvard Style

Saraiva A., Ferreira N. and Valente A. (2018). New Bioinspired Filter of DICOM Images.In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 1: BIODEVICES, ISBN 978-989-758-277-6, pages 258-265. DOI: 10.5220/0006723802580265


in Bibtex Style

@conference{biodevices18,
author={Arata Andrade Saraiva and N. M. Fonseca Ferreira and Antonio Valente},
title={New Bioinspired Filter of DICOM Images},
booktitle={Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 1: BIODEVICES,},
year={2018},
pages={258-265},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006723802580265},
isbn={978-989-758-277-6},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 1: BIODEVICES,
TI - New Bioinspired Filter of DICOM Images
SN - 978-989-758-277-6
AU - Saraiva A.
AU - Ferreira N.
AU - Valente A.
PY - 2018
SP - 258
EP - 265
DO - 10.5220/0006723802580265