Title :
Coordinate Logic Transforms and their Use in the Detection of Edges within Binary and Grayscale Images
Author :
Danahy, Ethan E. ; Panetta, Karen A. ; Agaian, Sos S.
Author_Institution :
Tufts Univ., Medford
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
This paper introduces coordinate logic (CL) transforms as an alternative method for calculating coordinate logic (CL) filters. Additionally, a new measure and detection technique are introduced, enhancing the capabilities of the basic CL transform for the application of detecting edges within 2D signals (images). Applicable to binary and grayscale images, computer simulations demonstrate the success of this improved procedure on two classes of signals: synthetic (edge maps are know) and natural (edge maps are unknown). Results are evaluated quantitatively (via Pratt´s figure of merit) and compared visually to two common edge detection techniques.
Keywords :
edge detection; transforms; binary image; coordinate logic filter; coordinate logic transform; edge detection; grayscale image; Application software; Computer simulation; Detection algorithms; Filters; Gray-scale; Image analysis; Image edge detection; Logic; Object detection; Pixel; binary edge map; coordinate logic filter; coordinate logic transform; edge detection;
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2007.4379244