Normalization (such as OpenCV's normalize or PIL's ImageOps.autocontrast) linearly stretches the image's grayscale range to 0-255, compressing the transition band so that threshold selection is no longer sensitive. However, it has limited effect on uneven local illumination, and background subtraction should be done first.