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The key objective of parallel processing is to reduce the computational time of a program involving very large input data. Our idea is to explore current multi-core commercial processors in order to speed up image segmentation process. In this paper, a multi-core parallel implementation of the Mean Shift algorithm is presented that aims at provi…