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Reliable color detection in difference lightings.

I am working on a project where I need to detect color of a particular region of the object. While It's very easy to get RGB value from the frame of a particular object. Results fluctuate a lot when lighting changes. Ie, from natural light to artificial ones. I am wondering if there is anything to eliminate minor lighting changes to get a reliable color detection.

Things I have tried so far.

  1. Tried converting RGB to YCrCy and try hist_equalization on Y part.
  2. Converted from BGR to gray, hist_equalizarion and converted back to RGB.

Any suggestions ? Thanks in advance.