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I'd take bets that the 2D-DCT is just separable into identical row-wise and column-wise DCTs. Anything else would be surprising. Anyways, you know the 2D-DCT is a reversible linear operation: It maintains dimensionality, and has only a trivial null space. Therefore, you can analyze what it does directly from applying it to an arbitrarily chosen basis of ...

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