DocumentCode
2243109
Title
Ranking invariance between fuzzy similarity measures applied to image retrieval
Author
Omhover, Jean-Francois ; Detyniecki, March ; Rifqi, Maria ; Bouchon-Meunier, Bernadette
Author_Institution
LIP6 - Pole IA, UPMC, Paris, France
Volume
3
fYear
2004
fDate
25-29 July 2004
Firstpage
1367
Abstract
We first introduce the fuzzy similarity measures in the context of a CBIR system. This leads to the observation of an invariance in the ranking for different similarity measures. We then propose an explanation to this phenomenon, and a larger theory about order invariance for fuzzy similarity measures. We introduce a definition for equivalence classes based on order conservation between these measures. We then study the consequences of this theory on the evaluation of document retrieval by fuzzy similarity.
Keywords
equivalence classes; fuzzy set theory; image retrieval; invariance; document retrieval; equivalence classes; fuzzy similarity measures; image retrieval; order conservation; ranking invariance; Data mining; Extraterrestrial measurements; Fuzzy systems; Histograms; Image databases; Image retrieval; Information retrieval; Psychology; Solid modeling; Testing;
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.2004.1375369
Filename
1375369
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