Brain MRI enhancement using brightness preserving dynamic fuzzy histogram equalization

Other Title(s)

تحسين صورة الرنين المغناطيسي للدماغ باستخدام طريقة تحسين المدرج التكراري المضببة المحافظة على السطوع

Time cited in Arcif : 
1

Source

al-Qadisiyah Journal for Computer Science and Mathematics

Issue

Vol. 6, Issue 1 (30 Jun. 2014), pp.38-51, 14 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

14

Main Subjects

Information Technology and Computer Science

Abstract EN

In the field of digital image processing, medical imaging is one of the most important applications areas.

However; low contrast and poor quality are the main issues in medical image.

So it is essential to enhance images so that the result is more suitable for post processing and diagnosis.

Histogram equalization has been proved as an effective and simple technique used as contrast enhancer.

This paper presents an efficient method for brain MRI image enhancement.

Discrete Wavelet Transform (DWT) has been utilized to decompose MRI image.

Brightness Preserving Dynamic Fuzzy Histogram Equalization (BPDFHE) applied on the important part of the decomposed image.

Finally, inverse of discrete wavelet transform is carried out to get the enhanced image.

Experiments results that were obtained showed the effectiveness of proposed method.

American Psychological Association (APA)

Nimah, Hikmat Zinad. 2014. Brain MRI enhancement using brightness preserving dynamic fuzzy histogram equalization. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 6, no. 1, pp.38-51.
https://search.emarefa.net/detail/BIM-796612

Modern Language Association (MLA)

Nimah, Hikmat Zinad. Brain MRI enhancement using brightness preserving dynamic fuzzy histogram equalization. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 6, no. 1 (2014), pp.38-51.
https://search.emarefa.net/detail/BIM-796612

American Medical Association (AMA)

Nimah, Hikmat Zinad. Brain MRI enhancement using brightness preserving dynamic fuzzy histogram equalization. al-Qadisiyah Journal for Computer Science and Mathematics. 2014. Vol. 6, no. 1, pp.38-51.
https://search.emarefa.net/detail/BIM-796612

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 49-50

Record ID

BIM-796612