Most digital image processing tasks involve the convolution of a kernel with the image. This tutorial explains the basics of the convolution operation by using a couple of kernels as example. It also explains the implementation of colvolution in Python using 3 different approaches, opencv, scipy.signal and scipy.ndimage, respectively.

The code from this video is available at: https://github.com/bnsreenu/python_for_microscopists

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What is Digital Image Filtering and Image Convolution?
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