Independent comparative study of PCA, ICA, and LDA on the FERET data set

Author:

Delac Kresimir,Grgic Mislav,Grgic Sonja

Publisher

Wiley

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Software,Electronic, Optical and Magnetic Materials

Reference15 articles.

1. , , and , PCA vs. ICA: A comparison on the FERET data set, Proc Fourth Int Conf Computer Vision, Pattern Recogn and Image Process, Durham, NC, 8–14 March, 2002, pp. 824–827.

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4. , , and , A nonparametric statistical comparison of principal component and linear discriminant subspaces for face recognition, Proc IEEE Conf Computer Vision and Pattern Recogn, Kauai, HI, December, 2001a, pp. 535–542.

5. , , and , Parametric and non-parametric methods for the statistical evaluation of human ID algorithms, IEEE Third Workshop on Empirical Evaluation Methods in Computer Vision, Kauai, HI, December, 2001b.

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