Estimates calculations algorithms in condition of huge dimensions of features' space

The problem of pattern recognition in condition of huge dimensions of features' space is considered. Extended model of recognition algorithms on the base of estimates' calculations algorithm is proposed.

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Vydáno v:2012 IV International Conference Problems of Cybernetics and Informatics s. 1 - 4
Hlavní autoři: Kamilov, Mirzoyan, Fazilov, Shavkat, Mirzaev, Nomaz, Radjabov, Sobirjon
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.09.2012
Témata:
Buildings
Classification algorithms
Correlation
correlation model
elementary threshold rule
Face recognition
Feature extraction
features correlations
Pattern recognition
Publishing
recognition algorithm
representative feature
Software
Software algorithms
Vectors
ISBN:1467345008, 9781467345002
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Popis
Shrnutí:The problem of pattern recognition in condition of huge dimensions of features' space is considered. Extended model of recognition algorithms on the base of estimates' calculations algorithm is proposed.
ISBN:1467345008
9781467345002
DOI:10.1109/ICPCI.2012.6486314