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Volume: 1 | Article ID: art00075
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Histogram and Watershed Based Segmentation of Color Images
  DOI :  10.2352/CGIV.2002.1.1.art00075  Published OnlineJanuary 2002
Abstract

A novel method for color image segmentation is proposed in 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 segmentation.

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O. Lezoray, H. Cardot, "Histogram and Watershed Based Segmentation of Color Imagesin Proc. IS&T CGIV 2002 First European Conf. on Colour in Graphics, Imaging, and Vision,  2002,  pp 358 - 362,  https://doi.org/10.2352/CGIV.2002.1.1.art00075

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Copyright © Society for Imaging Science and Technology 2002
72010351
Conference on Colour in Graphics, Imaging, and Vision
conf colour graph imag vis
2158-6330
Society of Imaging Science and Technology
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