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LDC image transition region extraction and segmentation based on a proposed resolution based on local- image transition region extraction algorithm complexity, obtained by calculating the local image sharpness resolution images, increase the transition zone gradation information, and then calculate clarity local complexity of the image, and according to the complexity of the curve to determine the transition region extraction threshold of the transition region is extracted, according to the extracted histogram transition area, obtaining an image segmentation threshold and image segmentation. Experimental results show that this method than the traditional extraction method based on local complexity of the transition zone is more accurate and better image segmentation results