Title :
Computation of partial fractional derivative of digital image using discrete cosine transform
Author :
Chien-Cheng Tseng ; Su-Ling Lee
Author_Institution :
Dept. of Comput. & Commun. Eng., Nat. Kaohsiung First Univ. of Sci. & Tech., Kaohsiung, Taiwan
Abstract :
In this paper, the computation of partial fractional derivatives of a digital image using discrete cosine transform (DCT) is presented. First, the definition of partial fractional derivatives of two dimensional (2D) signal is defined. Then, the DCT-based method is used to compute the partial fractional derivatives of a given digital image. Next, the proposed computation method is used to develop the image sharpening and edge detection algorithms. Finally, several numerical examples are demonstrated to show the effectiveness of the proposed computation method.
Keywords :
discrete cosine transforms; edge detection; 2D signal; DCT; digital image; discrete cosine transform; edge detection algorithm; image sharpening; partial fractional derivatives; Digital images; Discrete cosine transforms; Fractional calculus; Image edge detection; Manganese; Signal processing;
Conference_Titel :
Circuits and Systems (ISCAS), 2013 IEEE International Symposium on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-5760-9
DOI :
10.1109/ISCAS.2013.6572467