The convolution operation is a mathematical operation which
takes two functions and
and produces a third function
. Mathematically, convolution is defined as:
In spatial domain image processing, you discretize the
operation. becomes an array of pixels
. The kernel
is an array of values
(assume finite
support). Equation 13 becomes: