Adaptive error diffusion method for image quantisation

An adaptive error diffusion method for image quantisation is presented. The error filter coefficients are adapted using a generalised two-dimensional LMS algorithm and the quantisation scale is calculated on the basis of the image histogram. The developed method provides a minimum reconstruction error, a decrease in false countours in the homogeneous areas and precise reproduction of the edges in the output image.