Incremental principal component analysis for image processing
Yong-Kyu Kim · Optics Letters · 2006
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.