Decorrelation of color images using total color difference

Joe Zheng; Kimon P. Valavanis; John M. Gauch

doi:10.1117/12.50362

1 November 1991 Decorrelation of color images using total color difference

Joe Zheng; Kimon P. Valavanis; John M. Gauch;

Author Affiliations +

Proceedings Volume 1606, Visual Communications and Image Processing '91: Image Processing; (1991) https://doi.org/10.1117/12.50362
Event: Visual Communications, '91, 1991, Boston, MA, United States

Abstract

Numerous successful methodologies have been developed for gray scale image processing and analysis. However, their applications to color images are plagued because of the multi- dimensionality and intercorrelation of color images. In this paper, we examine the decorrelation of color images using the principal component analysis. Both global and local analyses are studied. To more efficiently decorrelate the images based on local features, a total color difference measurement is utilized to find the regions in which the decorrelation takes place. We call this dynamic decorrelation. Experiments are enclosed and comparisons of dynamic decorrelation with both global and local decorrelation are conducted.

Citation Download Citation

Joe Zheng, Kimon P. Valavanis, John M. Gauch, "Decorrelation of color images using total color difference", Proc. SPIE 1606, Visual Communications and Image Processing '91: Image Processing, (1 November 1991); doi: 10.1117/12.50362; https://doi.org/10.1117/12.50362

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