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Incremental principal component analysis for image processing

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Abstract

A simple method for updating the eigenvectors and eigenvalues of a covariance matrix when a new input sample is added is presented. This proposed method will be a solution for both rank-one modification problems of a symmetric matrix and adaptive principal component analysis.

© 2006 Optical Society of America

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