DocumentCode :
2682775
Title :
Determination of compatibility coefficients for color edge detection by relaxation
Author :
Macaire, Ludovic ; Ultré, Vincent ; Postaire, Jack-Gerard
Author_Institution :
Centre d´´Autom. de Lille, Univ. des Sci. et Tech. de Lille, Villeneuve d´´Ascq, France
Volume :
3
fYear :
1996
fDate :
16-19 Sep 1996
Firstpage :
1045
Abstract :
In this paper, we propose a new algorithm which detects boundaries of objects from a color image. The result of this method is a binary image where only the boundary pixels are represented. This approach uses a co-operating relaxation process in order to enhance edge probabilities. The relaxation algorithm processes probabilities resulting from a gradient output of the different features of the color images. So, this algorithm is able to detect edges from variations of red, green and blue images. We present in the first part of this paper the relaxation scheme. In the second part, we propose two kinds of compatibility coefficients evaluations. These coefficients are compared in the third part of this paper using a rather complex image
Keywords :
edge detection; feature extraction; image colour analysis; object detection; probability; RGB images; binary image; boundary pixels; co-operating relaxation process; color image; compatibility coefficients; complex image; edge detection; edge probabilities enhancement; gradient output; object boundaries detection; red green blue images; relaxation algorithm; Color; Eigenvalues and eigenfunctions; Filters; Image edge detection; Image processing; Image segmentation; Labeling; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1996. Proceedings., International Conference on
Conference_Location :
Lausanne
Print_ISBN :
0-7803-3259-8
Type :
conf
DOI :
10.1109/ICIP.1996.561019
Filename :
561019
Link To Document :
بازگشت