Order statistics learning vector quantizer

We propose a novel class of learning vector quantizers (LVQs) based on multivariate data ordering principles. A special case of the novel LVQ class is the median LVQ, which uses either the marginal median or the vector median as a multivariate estimator of location. The performance of the proposed m...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 5(1996), 6 vom: 15., Seite 1048-53
1. Verfasser: Pitas, I (VerfasserIn)
Weitere Verfasser: Kotropoulos, C, Nikolaidis, N, Yang, R, Gabbouj, M
Format: Aufsatz
Sprache:English
Veröffentlicht: 1996
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article
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245 1 0 |a Order statistics learning vector quantizer 
264 1 |c 1996 
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520 |a We propose a novel class of learning vector quantizers (LVQs) based on multivariate data ordering principles. A special case of the novel LVQ class is the median LVQ, which uses either the marginal median or the vector median as a multivariate estimator of location. The performance of the proposed marginal median LVQ in color image quantization is demonstrated by experiments 
650 4 |a Journal Article 
700 1 |a Kotropoulos, C  |e verfasserin  |4 aut 
700 1 |a Nikolaidis, N  |e verfasserin  |4 aut 
700 1 |a Yang, R  |e verfasserin  |4 aut 
700 1 |a Gabbouj, M  |e verfasserin  |4 aut 
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