Many image and video compression schemes perform the discrete cosine transform
to represent images in frequency space. An analysis of a suite of images confirms
the previous finding of a Laplacian distribution to model the luminance AC coefficients.
This model is used in two ways: to reduce dequantization error and to speed up
optimal quantization matrix generation.