Abstract: On the basis of the orthogonality and the statistical prosperities between eigenvectors and eigenvalues of the color eigenspace, a new algorithm to accurately segment the designed images that have the same color as the pre-selected color pixels is propose

Key words: Color image segmentation, KL transform, Fuzzy-C cluster, Correlation matrix