DocumentCode
3185821
Title
An algorithm for visualizing and detecting edges in RGB color images using logarithmic ratio approach
Author
Almuntashri, A. ; Agaian, Sos
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA
fYear
2010
fDate
10-13 Oct. 2010
Firstpage
3942
Lastpage
3947
Abstract
In this paper, we present an algorithm for visualizing edges in RGB colored images as well as edge detection using logarithmic ratio approach. The developed visualization algorithm has a superior performance in highlighting more unforeseen color edges than the standard RGB-grayscale conversion method can present. Also, by integrating the proposed algorithm with a logarithmic-ratio based edge detector operator, the developed algorithm outperforms the standard edge detection operators in gradient colored images where color boundaries transitions are hard to detect.
Keywords
data visualisation; edge detection; feature extraction; gradient methods; image colour analysis; RGB colored image; RGB grayscale conversion method; edge detection; edge visualization; gradient colored image; logarithmic ratio approach; Gray-scale; Image edge detection; RGB color; color edge detection; color extraction; logarithmic ratio;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1062-922X
Print_ISBN
978-1-4244-6586-6
Type
conf
DOI
10.1109/ICSMC.2010.5642251
Filename
5642251
Link To Document