How to remove sandy dots in an image?

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I am processing a LandSAT image for geological purposes. After some processing there are so many sandy dots in the image. To get clear geological formation as a polygon I want to remove small sandy pixels. After 'majority' filter, by 3x3, 5x5, 9x9 many of them still remaining.

If you have any better idea for how to remove them the sandy, please share!



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