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The Discrete Cosine Transform expresses a sequence of finitely many data points in terms of a sum of cosine functions oscillating at different frequencies.

-1 votes

jpeg compression: necessity of dividing input image into 8x8 blocks

Yes, using the 8x8 macroblocks is necessary, because if you did it any other way, you would not get a JPEG.
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