Abstract: In face detection, it is needed to normalize grayscale distribution of image windows before template matching, and that the grayscale average and variance must be computed before grayscale distribution normalization. Based on integral image, the square in

Key words: Integral image,Grayscale distribution normalization,Template matching,Face detection