DocumentCode :
2245015
Title :
Generation of various eigen fuzzy sets by permutation fuzzy matrix and its application to image analysis
Author :
Nobuhara, Hajime ; Hirota, Kaoru ; Bede, Bamabas
Author_Institution :
Dept. of Comput. Intelligence & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
Volume :
3
fYear :
2004
fDate :
25-29 July 2004
Firstpage :
1715
Abstract :
In order to generate various eigen fuzzy sets with respect to an image, an algorithm based on a permutation fuzzy matrix is proposed. The proposed algorithm is based on a rotation of the original fuzzy relation by using permutation fuzzy matrix, and the periodicity of the permutation matrix is studied in the setting of the fuzzy relational calculus. Through an experiment using the images extracted from the ´view sphere database´, the properties of various eigen fuzzy sets obtained by the proposed algorithm are shown.
Keywords :
eigenvalues and eigenfunctions; fuzzy set theory; image processing; matrix algebra; eigenfuzzy sets; fuzzy relational calculus; image analysis; permutation fuzzy matrix; view sphere database; Calculus; Computational intelligence; Fuzzy sets; Fuzzy systems; Image analysis; Image databases; Image processing; Linear algebra; Mathematics; Relational databases;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
ISSN :
1098-7584
Print_ISBN :
0-7803-8353-2
Type :
conf
DOI :
10.1109/FUZZY.2004.1375441
Filename :
1375441
Link To Document :
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