A new vector quantisation scheme based on a perceptually weighted sign
al-to-noise ratio (WSNR) is proposed. The Letter shows that the applic
ation of the LBG procedure in the DCT domain using the WSNR as the fun
ction to be optimised leads to substantial improvement in the perceptu
al quality of the decoded images, compared to the LBG procedure in the
pixel domain.