Minimal error drift in frequency scalability for motion-compensated DCT coding

The authors mathematically analyze the drift of low-resolution images obtained from a smaller IDCT of a subset of the DCT coefficients of the full-resolution images in motion-compensated hybrid predictive/DCT coding such as MPEG-2, which allows for frequency scalability. Using this mathematical structure, they derive a low-resolution decoder that has the theoretically minimum possible drift, and propose techniques for implementation that produce substantial improvement in real sequences. The minimum drift can also be used as a milestone, to be compared with other techniques of drift reduction (of worse performance but lower complexity). For the case where leakage is used to reduce the drift, the authors determine a minimum-energy non-uniform DCT-domain leakage matrix which is no more complex than uniform leakage, but gives a substantial improvement. Finally, they note that DCT-based pyramidal coding is essentially the same as the drift case, and thus they use the same mathematical structure to derive the theoretically-best upward predictor in pyramidal coding.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>