Title :
Fuzzy color edge extraction by inference rules quantitative study and evaluation of performances
Author :
Carron, Thierry ; Lambert, Patrick
Author_Institution :
Univ. de Savole, Annecy, France
Abstract :
In the hue saturation intensity (HSI) space, a color edge detection approach based on fuzzy if-then rules is presented. This method avoids the difficulty to combine hue and intensity features. Noise sensitivity and edges localization are studied on synthetic images. Application on real images is given. The results show a good edge localization and a noise sensitivity
Keywords :
edge detection; fuzzy logic; image colour analysis; inference mechanisms; HSI space; color edge detection; edges localization; fuzzy color edge extraction; fuzzy if-then rules; hue saturation intensity; inference rules quantitative study; noise sensitivity; performances; synthetic images; Aerospace industry; Color; Detectors; Fuzzy logic; Fuzzy sets; Image edge detection; Image processing; Performance evaluation; Pixel; Signal processing;
Conference_Titel :
Image Processing, 1995. Proceedings., International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-7310-9
DOI :
10.1109/ICIP.1995.537444
