Question: Using the separability property where appropriate, write the minimum total number of arithmetic operations ( number of additions and multiplications summed together ) per sample

Using the separability property where appropriate, write the minimum total number of arithmetic operations (number of additions and multiplications summed together) per sample needed to filter a 2D image with each of the given filters.
Assume that the size of the filtered 2D image is
\times
N\times N, where
N is very large.
Write the minimum number of arithmetic operations separated by a space, from the one corresponding to the filter
1
f
1
to the one corresponding to
4
f
4
.
For example, if
1
f
1
required 1 addition and 1 multiplication per sample,
2
f
2
2 additions and 2 multiplications per sample,
3
f
3
3 additions and 3 multiplications per sample, and
4
f
4
4 additions and 4 multiplications per sample, the correct answer would be:

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