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how to filter image to avoid thresholding shaded part of an image?

Hi, I need a filter to use in my image so the shaded part in my image will be lessen thus avoiding it to be included in the thresholding process.

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We need to see an example image with a detailed explanation. How does a shaded part look like compared to other parts? Is this a color or grayscale?

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