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
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