Some 1-D DCT Properties
1) Linearity:
2) Energy conservations:
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(4.3.8) |
3) Symmetry:
(a) General case:
(b) Real-valued case:
4) Eigenvectors of unitary DCT: Define the column vector
and define the matrix C with elements:
Then the vector contains the unitary DCT, whose elements are given as
A unitary matrix is one whose inverse is the same as the transpose . For the unitary DCT, we have
and energy balance equation,
which is a slight modification on the DCT Parseval relation (4.3.8). So the unitary DCT preserves the energy of the signal x. (continued in the next slide)
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