title: Incremental principal component analysis for image processing.
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.
authors.affiliation: Department of Information and Communication Engineering, Sungkyul University, Manan-Gu, Anyang, Gyeoggi-Do, Korea. ykkim@sungkyul.edu
authors.forename: Yongkyu
authors.initials: Y
authors.lastname: Kim