It's hard to say without seeing the image. Perhaps thresholding? Perhaps something else first? But after all the processing steps are done, the last step in segmentation is always thresholding. You do whatever you need to do to get to a point where you can say "this is foreground" and "this is background" and that is thresholding.
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