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Medical image enhancement based on adaptive histogram equalization and contrast stretching
Other Title(s)
تحسين الصورة الطبية بالاعتماد على طريقة تسوية المدرج التكراري المتكيف و طريقة شد التباين
Author
Source
al-Qadisiyah Journal for Computer Science and Mathematics
Issue
Vol. 6, Issue 1 (30 Jun. 2014), pp.28-37, 10 p.
Publisher
University of al-Qadisiyah College of computer Science and Information Technology
Publication Date
2014-06-30
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract EN
Image enhancement techniques aim to improve the quality of images.
In field of medical image processing, low contrast is considered as one of the main and most important issues.
As Histogram Equalization (HE) is an effective and simple technique, it is widely used as contrast enhancement.
In this paper, efficient method to enhance the quality of medical images has been proposed.
This method depends on Discrete Wavelet Transform (DWT) to decompose an input image as the first step.
HE and contrast stretching were carried out on the results of DWT separately.
Adaptive Histogram Equalization (AHE) was applied on the main part that is resulted from DWT.
Contrast stretching was applied on the remaining parts.
The results that been gotten showed goodness and efficiency of the proposed method.
American Psychological Association (APA)
Ghadban, Rana Majid. 2014. Medical image enhancement based on adaptive histogram equalization and contrast stretching. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 6, no. 1, pp.28-37.
https://search.emarefa.net/detail/BIM-796610
Modern Language Association (MLA)
Ghadban, Rana Majid. Medical image enhancement based on adaptive histogram equalization and contrast stretching. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 6, no. 1 (2014), pp.28-37.
https://search.emarefa.net/detail/BIM-796610
American Medical Association (AMA)
Ghadban, Rana Majid. Medical image enhancement based on adaptive histogram equalization and contrast stretching. al-Qadisiyah Journal for Computer Science and Mathematics. 2014. Vol. 6, no. 1, pp.28-37.
https://search.emarefa.net/detail/BIM-796610
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 36
Record ID
BIM-796610