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ISSN 2587-814X (print),
ISSN 2587-8158 (online)

Russian version: ISSN 1998-0663 (print),
ISSN 2587-8166 (online)

N. Shchegoleva, Georgy Kukharev 

Algorithms 2DPCA for face recognition

2011. No. 4 (18). P. 31–38 [issue contents]

In article presents algorithms for two-dimensional principal component analysis (Two-dimensional Principal Component Analysis - 2D PCA)-oriented processing of digital images of large sizes in a small sample. Algorithms based on direct calculation of two covariance matrices for all source images without converting them into vectors. Evaluated characteristics of the presented algorithms. We discuss possibilities presented by the use of algorithms in other areas.

Citation: Shchegoleva N. L., Kukharev G. A. (2011) Primenenie algoritmov dvumernogo analiza glavnykh komponent dlya zadach raspoznavaniya izobrazheniy lits [Algorithms 2DPCA for face recognition] Biznes-informatika, 4 (18), pp. 31-38 (in Russian)
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