2d convolution using python and numpy

Posted by mikip on Stack Overflow See other posts from Stack Overflow or by mikip
Published on 2010-03-15T14:56:43Z Indexed on 2010/03/15 14:59 UTC
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Hi

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 = np.zeros((nr, nc), dtype=np.float32)

#fill array with some data here then convolve

for r in range(nr):
    data[r,:] = np.convolve(data[r,:], H_r, 'same')

for c in range(nc):
    data[:,c] = np.convolve(data[:,c], H_c, 'same')

It does not produce the output that I was expecting, does this code look OK

Thanks

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