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December 16, 2012 07:10
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SciPy convolve2d vs Matlab conv2 'same' mode
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In [198]: f = [[2,3,4],[1,6,7]] | |
In [199]: g = [[9,1,0],[2,5,8],[1,3,3]] | |
In [200]: convolve2d(f,g) | |
Out[200]: | |
array([[ 18, 29, 39, 4, 0], | |
[ 13, 71, 108, 51, 32], | |
[ 4, 26, 71, 104, 68], | |
[ 1, 9, 28, 39, 21]]) | |
In [201]: convolve2d(f,g,'same') | |
Out[201]: | |
array([[ 71, 108, 51], | |
[ 26, 71, 104]]) | |
In [202]: convolve2d(g,f,'same') | |
Out[202]: | |
array([[ 29, 39, 4], | |
[ 71, 108, 51], | |
[ 26, 71, 104]]) | |
Compare with the example in http://books.google.com/books?id=fTvQkLBLyK8C&lpg=PA43&ots=0HC1LsH0cE&dq=conv2%20same%20example&pg=PA43#v=onepage&q=conv2%20same%20example&f=false | |
71 108 51 | |
26 71 104 | |
and | |
71 108 51 | |
26 71 104 | |
9 28 39 | |
http://www.mathworks.com/help/matlab/ref/conv2.html "If there are an odd number of rows or columns, the "center" leaves one more at the beginning than the end." |
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