How to perform this specific convolution in matlab?

Hey I'm struggling with the maths behind a convolution.
I currently have a matrix to represent PSF of 40x40. I also have a 3D matrix, 10 x 10 x 40, f, and am currently performing the convolution with the following code:
rates = conv2(f, PSF, 'same');
Is this the same convolution performed in this: http://mtthw.net/convolution.jpg

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on 1 May 2011

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on 20 Aug 2021

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