Title :
Fuzzy Decision Maker for Knowledge Discovery from Image Archives
Author :
Safara, F. ; Naderi, S.
Author_Institution :
Multimedia Res. Group, Iran Telecommun. Res. Centre, Tehran
Abstract :
With this enormous speed in generating and collecting images, there is an extreme need in extracting interesting and useful knowledge from image archives. In our previous works, we have proposed an image mining framework to extract knowledge from a sequence of images. The framework is composed of two main modules: image analysis and knowledge processing. In this paper, we successfully customized the knowledge processing module to check legality/normality of vehicles/people behaviors in different image sequences by means of a fuzzy decision maker (FDM).
Keywords :
data mining; decision making; fuzzy set theory; image sequences; traffic engineering computing; visual databases; fuzzy decision maker; image archives; image mining framework; image sequences; knowledge discovery; knowledge extraction; Biomedical imaging; Decision making; Engines; Humans; Image databases; Image generation; Image sequence analysis; Image sequences; Layout; Vehicles; FDM; Image mining; behavioral patterns.; fuzzy rules; knowledge discovery;
Conference_Titel :
Geometric Modeling and Imaging, 2008. GMAI 2008. 3rd International Conference on
Conference_Location :
London
Print_ISBN :
978-0-7695-3270-7
DOI :
10.1109/GMAI.2008.12
