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The watershed partition of an image often results in over-segmentation. This well-known phenomenon is due to variations of intensity that do not correspond to object boundaries and produce spurious local minima in the image gradient magnitude. Filtering minima or merging watershed regions is then necessary to obtain a higher-level description of the data.(More)
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