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Abstract: In this paper, the use of clustering algorithms for decision level data fusion is proposed. Person authentication results coming from several modalities (e.g. still image, speech), are combined by using fuzzy k-means (FKM) and fuzzy vector quantization (FVQ) algorithms, and median radial basis function (MRBF) network. The quality measure of the modalities data is used for fuzzification. Two modifications of the FKM and FVQ algorithms, based on a novel fuzzy vector distance definition, are... (Update)
Context of citations to this paper: More
.... segmentation [39] brush stroke and crack pixel classification for painting restoration [40] and data fusion in person autentification [41]. 2.3 Alpha Trimmed Mean RBF networks The # trimmed Mean algorithm [30] 33] assigns # # # # for # # # # # # ,###,# # # # # # ,and# # # #...
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BibTeX entry: (Update)
Chatzis, V., Bors, A.G., and Pitas, I. (1999), "Multimodal decisionlevel fusion for person authentication," IEEE Trans. on Systems, Man, and Cybernetics, Part A: Systems and Humans, vol. 29, no. 6, pp. 674-680. http://citeseer.ist.psu.edu/article/chatzis99multimodal.html More
@misc{ chatzis99multimodal,
author = "V. Chatzis and A. Bors and I. Pitas",
title = "Multimodal decisionlevel fusion for person authentication",
text = "Chatzis, V., Bors, A.G., and Pitas, I. (1999), Multimodal decisionlevel
fusion for person authentication, IEEE Trans. on Systems, Man, and Cybernetics,
Part A: Systems and Humans, vol. 29, no. 6, pp. 674-680.",
year = "1999",
url = "citeseer.ist.psu.edu/article/chatzis99multimodal.html" }
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2 Fuzzy vector median definition based on a fuzzy vector dista.. - Chatzis, Pitas - 1997
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