Contrast enhancement of the mammographic Image using Retinex with CLAHE methods

Other Title(s)

تحسين التباين في الصور الشعاعية للثدي باستخدام طريقة ال Retinex مع ال CLAHE

Author

al-Juburi, Rana Abd al-Rahman Latif

Source

Iraqi Journal of Science

Issue

Vol. 58, Issue 1B (31 Mar. 2017), pp.327-336, 10 p.

Publisher

University of Baghdad College of Science

Publication Date

2017-03-31

Country of Publication

Iraq

No. of Pages

10

Main Subjects

Medicine

Abstract EN

Recently digital mammography is most widely used technology for early detection of breast cancer.

The main diagnosing elements such as lesion or masses in digital mammograms are with law contrast.

The purpose of this paper is to enhance the mammogram images by increasing its contrast.

Different enhancement method are used for this purpose such as histogram equalization (HE), Contrast Limited Adaptive Histogram Equalization (CLAHE), Morphological, and Retinex.

The Retinex method also implement by combining it with HE once, and with CLAHE to improve its performance.

The experimental results show that using Retinex with CLAHE can produce an image with enhancement in contrast better than using it with HE method and better than other methods mentioned above.

American Psychological Association (APA)

al-Juburi, Rana Abd al-Rahman Latif. 2017. Contrast enhancement of the mammographic Image using Retinex with CLAHE methods. Iraqi Journal of Science،Vol. 58, no. 1B, pp.327-336.
https://search.emarefa.net/detail/BIM-732183

Modern Language Association (MLA)

al-Juburi, Rana Abd al-Rahman Latif. Contrast enhancement of the mammographic Image using Retinex with CLAHE methods. Iraqi Journal of Science Vol. 58, no. 1B (2017), pp.327-336.
https://search.emarefa.net/detail/BIM-732183

American Medical Association (AMA)

al-Juburi, Rana Abd al-Rahman Latif. Contrast enhancement of the mammographic Image using Retinex with CLAHE methods. Iraqi Journal of Science. 2017. Vol. 58, no. 1B, pp.327-336.
https://search.emarefa.net/detail/BIM-732183

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 335-336

Record ID

BIM-732183