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A novel optimal thresholding algorithm for image segmentation based on 2-D histogram is presented in this paper. The 2-D maximum entropy method not only makes use of the distribution of the gray information, but also takes advantage of the spatial neighbor information with using the 2-D histogram of the image. It can get ideal segmentation results from the images with lower signal noise ratio (SNR)...
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