2d convolution using python and numpy

Question

I am trying to perform a 2d convolution in python using numpy

I have a 2d array as follows with kernel H_r for the rows and H_c for the columns

data          


        

Answer 1

Since you already have your kernel separated you should simply use the sepfir2d function from scipy:

from scipy.signal import sepfir2d
convolved = sepfir2d(data, H_r, H_c)

On the other hand, the code you have there looks all right ...