Universiti Teknologi Malaysia Institutional Repository

Image enhancement for red blood cell segmentation

Miswan, M. F. and Mohamad Sharif, Johan and Abdul Jamil, M.M. (2012) Image enhancement for red blood cell segmentation. Journal of Engineering Technology, 2 (1). pp. 36-40. ISSN 2231-8798

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Official URL: http://jetonline.bmi.unikl.edu.my/vol2.php

Abstract

A number of issues in blood cell image features such as illuminations, weak edge boundaries and color similarities especially between white blood cell (WBC) cytoplasm and red blood cell (RBC) which affect the accuracy of the segmentation of red blood cell image. This research aims to overcome the issue by applying image enhancement technique. Average filter, image contrast and median filter being proposed in this research. Each of the techniques help to eliminate fairly spread noises, display clear images and diminish single pixel noises. As the result, the quality image is increased and ready for the segmentation process.

Item Type:Article
Uncontrolled Keywords:blood cell, filter, illumination, noises, quality
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:Computer Science and Information System
ID Code:30567
Deposited By: Yanti Mohd Shah
Deposited On:27 Feb 2014 06:21
Last Modified:24 Sep 2019 09:36

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