alexa Cooperation of color pixel classification schemes and color watershed: a study for microscopic images


Journal of HPV and Cervical Cancer

Author(s): Lezoray O, Cardot H

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In this paper, we study the ability of the cooperation of two-color pixel classification schemes (Bayesian and K-means classification) with color watershed. Using color pixel classification alone does not sufficiently accurately extract color regions so we suggest to use a strategy based on three steps: simplification, classification, and color watershed. Color watershed is based on a new aggregation function using local and global criteria. The strategy is performed on microscopic images. Quantitative measures are used to evaluate the resulting segmentations according to a learning set of reference images.

This article was published in IEEE Trans Image Process and referenced in Journal of HPV and Cervical Cancer

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