N. Merhav et V. Bhaskaran, FAST ALGORITHMS FOR DCT-DOMAIN IMAGE DOWN-SAMPLING AND FOR INVERSE MOTION COMPENSATION, IEEE transactions on circuits and systems for video technology, 7(3), 1997, pp. 468-476
Straightforward techniques for spatial domain processing of compressed
video via decompression and recompression are computationally expensi
ve. We describe an alternative approach wherein the compressed stream
is processed in the compressed, discrete cosine transform (DCT) domain
without explicit decompression and spatial domain processing, so that
the output compressed stream, corresponding to the output image, conf
orms to the standard syntax of 8 x 8 blocks, We propose computation sc
hemes for down-sampling and for inverse motion compensation that are a
pplicable to any DCT-based compression method, Worst-case estimates of
computation savings vary between 37% and 50% depending on the task. F
or typically sparse DCT blocks, the reduction in computations is more
dramatic, A by-product of the proposed approach is improvement in arit
hmetic precision.