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Find DFT of the image
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written 7.9 years ago by | modified 2.4 years ago by |
Step1: Perform Row-wise Transform using FFT Flowgraph
For row1 = [0, 1, 2, 1]
For row2 =row4= [1, 2, 3, 2]
For row3 = [2, 3, 4, 3]
Result of row-wise transform is,
$R=\begin{bmatrix}4&-2&0&-2 \\ 8&-2&0&-2 \\ 12&-2&0&-2 \\ 8&-2&0&-2\end{bmatrix}$
Step2: Perform Column-wise Transform using FFT Flowgraph
For column1 = [4, 8, 12, 8]
For column2=column4 = [-2, -2, -2, -2]
For column3 =[0, 0, 0, 0]
Result of column-wise transform,$C=\begin{bmatrix}32&-8&0&-8 \\ -8&0&0&0 \\ 0&0&0&0 \\ -8&0&0&0\end{bmatrix}$
Step3: Scale by $\dfrac1N$
$$DFT[f(x,y)] = \dfrac{1}{N[C]}$$
$DFT[f(x,y)] =\begin{bmatrix}8&-2&0&-2 \\ -2&0&0&0 \\ 0&0&0&0 \\ -2&0&0&0 \end{bmatrix}$
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