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 (30 Jun. 2019), pp.9-21, 13 p.
Publisher
University of al-Qadisiyah College of computer Science and Information Technology
Publication Date
2019-06-30
Country of Publication
Iraq
No. of Pages
13
Main Subjects
Information Technology and Computer Science
Topics
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