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A novel multiregion graph cut image partitioning method combined with kernel mapping is presented. A kernel function transforms implicitly the image data into data of a higher dimension so that the piecewise constant model of the graph cut formulation becomes applicable. The method yields an effective alternative to complex modeling of the original image data while taking advantage of the rapidity...
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