Title :
Integration of linguistic knowledge for colour image segmentation
Author :
Carron, T. ; Lambert, P.
Author_Institution :
Laboratoire d´Automatique et de MicroInformatique Industrielle LAMII/CESALP - Université de Savoie - B.P 806 - F.74016 Annecy Cedex (France) (CNRS G1047 - Information-Signal-Image)
Abstract :
The Hue, Chroma, Intensity (HCI) space is well suited to colour images segmentation processing. In this paper, we used fuzzy logic for integrating specific knowledge of the Hue component. Based upon several linguistic rules which built a symbolic cooperation between Hue and Intensity according to Chroma, a region growing segmentation with fuzzy aggregation is proposed. This fuzzy segmentation is compared with a technique using a Fuzzy C-Means algorithm in different colour spaces.
Keywords :
Classification algorithms; Human computer interaction; Image color analysis; Image edge detection; Image segmentation; Pragmatics; Signal processing algorithms; Colour segmentation; Fuzzy sets; Knowledge integration;
Conference_Titel :
European Signal Processing Conference, 1996. EUSIPCO 1996. 8th
Conference_Location :
Trieste, Italy
Print_ISBN :
978-888-6179-83-6
