least mean square on image using matlab

guys can you please help me?
I am doing a project on image processing using MATLAB, in this project i have to select any image and then apply least mean square algorithm on it to minimize the noise and other errors present in that image, and also to show the output in terms of variation of contrast, brightness or any other feature that can vary after the result.
If anyone can help me with code. I will be very grateful
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