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It depends on the kernel shape. The linked answer in the question uses a circular kernel shape (not square), since the size of x and y values are identical. However, the source code was based on this cookbook which defines a kernel on size and optional sizey, for a different size in the y-direction. Therefore, the kernel is elliptical, and should do what you ...

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