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The idea here is to build the problem in its Matrix Form. We have the filter $ h $ which is represented by the matrix $ H $ to represent Linear Convolution operation: $$ H = \begin{bmatrix} {h}_{1} & 0 & 0 & \ldots & & 0 \\ {h}_{2} & {h}_{1} & 0 & \ldots & & 0 \\ \vdots & & \ddots & & & \...


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