I was trying to compare the maximum value in DCT dictionary (representing an orthonormal dictionary) of size $N \times N$ to that of another DCT dictionary of size $M \times M$, where $M>N$. I always found that the highest value of $DCT_{M \times M} > DCT_{N \times N}$? Is there any mathematical reason behind it? Can this be generalized for all orthonormal dictionaries?
2026-03-26 01:12:45.1774487565
Why is the maximum value of an orthonormal dictionary of size $N \times N$ less than that of another having size $M \times M$, where M>N?
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