Title :
Digital image sharpening using fractional derivative and mach band effect
Author :
Tseng, Chien-Cheng ; Lee, Su-Ling
Author_Institution :
Dept. of Comput. & Commun. Eng., Nat. Kaohsiung First Univ. of Sci. & Tech., Kaohsiung, Taiwan
Abstract :
In this paper, a new digital image sharpening method is presented by using fractional derivative and Mach band effect. First, fractional order digital differentiator is designed by using the Grünwald-Letnikov derivative. Next, the Mach band effect and fractional order digital differentiator are used to construct an image sharpening algorithm. Finally, the numerical examples are shown to demonstrate the effectiveness of the proposed method.
Keywords :
image processing; Grünwald-Letnikov derivative; digital image sharpening; fractional derivative; fractional order digital differentiator; mach band effect; Algorithm design and analysis; Digital images; Finite impulse response filter; Fractional calculus; Image edge detection; Signal processing algorithms;
Conference_Titel :
Circuits and Systems (ISCAS), 2012 IEEE International Symposium on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-0218-0
DOI :
10.1109/ISCAS.2012.6271882