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Chai Fangyong

Work place: Mathematics Physics School, University of Science and Technology Beijing, Beijing 100083，china

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A modified semi-supervised color image segmentation method

By Wei Hongru Chai Fangyong

DOI: https://doi.org/10.5815/ijwmt.2012.04.09, Pub. Date: 15 Aug. 2012

The paper proposed a modified color image segmentation method basing on semi-supervised hidden Markov random fields (HMRF) with constraints. Making use of MeanShift algorithm to get supervision information and, cluster number and initial values for cluster centroids, color images can be segmented effectively with the method in this paper by K-Means algorithm. The experimental results are very encouraging.

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