Notes:
How does the gaussian blur work?
A matrix with values according to a gaussian or normal distribution is calculated. The matrix is called the kernel of the filter.
The image is then convolved with the kernel.
This means each pixel value the replaced by the weigthed sum of his value and the values of the pixels in its neighborhood.
The weights are given by the values in the normalized kernel.