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Enhancing gray image contrast is the first step of image preprocessing. A novel filter is proposed, implemented and tested using various dark and unclear images. It is seen that the proposed filter enhanced the image contrast by normalizing the image histogram and moving the average pixels value to the middle of the maximum gray level without affecting the clear images.