A comparison between parts-based and holistic approaches to face recognition

We present a comparative analysis of three distinct parts-based representation approaches to face recognition based on: a) non-negative matrix factorization (NMF); b) local non-negative matrix factorization (LNMF); c) independent component analysis (ICA). Experimental results conducted on AR and Oli...

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Bibliographische Detailangaben

1. Verfasser:	Ciocoiu, I.B.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Face recognition Feature extraction Image analysis Image sequence analysis Independent component analysis Linear discriminant analysis Performance analysis Principal component analysis Vectors
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