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Histogram and Watershed Based Segmentation of Color Images

By Olivier Lezoray and Hubert Cardot

Abstract

this paper. The method is based on the segmentation of each color plane independently using a watershed based thresholding of the plane histograms. The segmentation maps obtained for each color plane are fused together according to a fusion operator taking into account a concordance of the labels of each segmentation map. This operator produces a fused segmentation map containing labeled and unlabeled pixels which is used as an image of seeds for a region growing method : the color watershed. The color watershed produces the final segmentation of the initial image. This segmentation scheme is experimented using several types of medical images and results in a fast and robust segmentatio

Year: 2002
OAI identifier: oai:CiteSeerX.psu:10.1.1.18.5054
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