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This paper proposes a novel automatic image-segmentation system, which improves the traditional marker-based watershed transform. A new marker-extracted approach is proposed to extract the regional minima from the low frequency components in the gradient map. The extracted minima constitute the binary marker image. Then the original gradient map is modified by suppressing its all-intrinsic minima...
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