A new method of removing salt and pepper noise image using MV-algebra

Joint Authors

Abbas, Husayn Hadi
Muhammad, Hind Rustum
Abd al-Abbas, Yahya Murad

Source

Journal of Babylon University : Journal of Applied and Pure Sciences

Issue

Vol. 22, Issue 5 (31 Oct. 2014), pp.1499-1515, 17 p.

Publisher

University of Babylon

Publication Date

2014-10-31

Country of Publication

Iraq

No. of Pages

17

Main Subjects

Mathematics

Topics

Abstract AR

In this paper , We introduce a new method of removing high density salt and pepper noise in digital images , by using Lukasicwicz algebra with square root (standard Mv- algebra ) LAsqrt .We call this method standard Husein , Hind and Yahiya method denoted by SHHY .

A new fuzzy logic function in LAsqrt called Husein , Hind and Yahiya Filter denoted by (HHYF) is used to remove the salt and pepper noise in images .Also ,we prove some mathematical propositions to use them as a mathematical support in our new method .

Finally , the enhanced image from the SHHY method is compared with some methods median , mean , weighted and wiener the results and analysis show that the SHHY algorithm out performs in peak signal noise ratio (PSNR)

Abstract EN

In this paper, We introduce a new method of removing high density salt and pepper noise in digital images, by using Lukasicwicz algebra with square root (standard Mv-algebra) LAsqrt.

We call this method standard Husein, Hind and Yahiya method denoted by SHHY.

A new fuzzy logic function in LAsqrt called Husein, Hind and Yahiya Filter denoted by (HHYF) is used to remove the salt and pepper noise in images.

Also, we prove some mathematical propositions to use them as a mathematical support in our new method.

Finally, the enhanced image from the SHHY method is compared with some methods median, mean, weighted and wiener the results and analysis show that the SHHY algorithm out performs in peak signal noise ratio (PSNR).

American Psychological Association (APA)

Abbas, Husayn Hadi& Muhammad, Hind Rustum& Abd al-Abbas, Yahya Murad. 2014. A new method of removing salt and pepper noise image using MV-algebra. Journal of Babylon University : Journal of Applied and Pure Sciences،Vol. 22, no. 5, pp.1499-1515.
https://search.emarefa.net/detail/BIM-374281

Modern Language Association (MLA)

Abbas, Husayn Hadi…[et al.]. A new method of removing salt and pepper noise image using MV-algebra. Journal of Babylon University : Journal of Applied and Pure Sciences Vol. 22, no. 5 (2014), pp.1499-1515.
https://search.emarefa.net/detail/BIM-374281

American Medical Association (AMA)

Abbas, Husayn Hadi& Muhammad, Hind Rustum& Abd al-Abbas, Yahya Murad. A new method of removing salt and pepper noise image using MV-algebra. Journal of Babylon University : Journal of Applied and Pure Sciences. 2014. Vol. 22, no. 5, pp.1499-1515.
https://search.emarefa.net/detail/BIM-374281

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 1515

Record ID

BIM-374281