Anemia blood cell localization using modified K-means algorithm

Other Title(s)

تجزئة خلايا فقر الدم محليا باستخدام خوارزمية K-Means المعدلة

Joint Authors

Rida, Huda Mustafa
Abd al-Halim, Mila Ghazi
Jurj, Luayy Idwar

Source

al-Qadisiyah Journal for Computer Science and Mathematics

Issue

Vol. 11, Issue 2 (31 Dec. 2019), pp.9-21, 13 p.

Publisher

University of al-Qadisiyah College of computer Science and Information Technology

Publication Date

2019-12-31

Country of Publication

Iraq

No. of Pages

13

Main Topic

Information Technology and Computer Science

Abstract EN

In this project segmentation of image strategy based on K-means clustering calculation is displayed. The proposed strategy utilizes clustering to allocate the dominant colors in medical tissue images for purpose of segmentation with high performance. The initialization step of the system is the selection of suitable color model used for segmentation. A set of inter and intra-class measures are used to evaluate the degree of model suitability. The method is able to make segmentation at different classification resolutions. For purpose of performance evaluation the comes about of the proposed strategy, standard K-Means and as of late altered K-Means are compared. The exploratory comes about appeared that the proposed strategy gives superior result.

American Psychological Association (APA)

Jurj, Luayy Idwar& Rida, Huda Mustafa& Abd al-Halim, Mila Ghazi. 2019. Anemia blood cell localization using modified K-means algorithm. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 11, no. 2, pp.9-21.
https://search.emarefa.net/detail/BIM-883427

Modern Language Association (MLA)

Jurj, Luayy Idwar…[et al.]. Anemia blood cell localization using modified K-means algorithm. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 11, no. 2 (2019), pp.9-21.
https://search.emarefa.net/detail/BIM-883427

American Medical Association (AMA)

Jurj, Luayy Idwar& Rida, Huda Mustafa& Abd al-Halim, Mila Ghazi. Anemia blood cell localization using modified K-means algorithm. al-Qadisiyah Journal for Computer Science and Mathematics. 2019. Vol. 11, no. 2, pp.9-21.
https://search.emarefa.net/detail/BIM-883427

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 18-20

Record ID

BIM-883427