Texture Enhancement Based on the Savitzky-Golay Fractional Differential Operator
Joint Authors
Jalab, Hamid A.
Ibrahim, Rabha W.
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-02-24
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Texture enhancement for digital images is the most important technique in image processing.
The purpose of this paper is to design a texture enhancement technique using fractional order Savitzky-Golay differentiator, which leads to generalizing the Savitzky-Golay filter in the sense of the Srivastava-Owa fractional operators.
By employing this generalized fractional filter, texture enhancement is introduced.
Consequently, it calculates the generalized fractional order derivative of the given image using the sliding weight window over the image.
Experimental results show that the operator can extract more subtle information and make the edges more prominent.
In general, the capability of the generalized fractional differential will be high because it is sensitive to the subtle fluctuations of values of pixels.
American Psychological Association (APA)
Jalab, Hamid A.& Ibrahim, Rabha W.. 2013. Texture Enhancement Based on the Savitzky-Golay Fractional Differential Operator. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1008544
Modern Language Association (MLA)
Jalab, Hamid A.& Ibrahim, Rabha W.. Texture Enhancement Based on the Savitzky-Golay Fractional Differential Operator. Mathematical Problems in Engineering No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-1008544
American Medical Association (AMA)
Jalab, Hamid A.& Ibrahim, Rabha W.. Texture Enhancement Based on the Savitzky-Golay Fractional Differential Operator. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-1008544
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1008544