I'm pursuing a master's degree in Artificial Intelligence. My final work is about Convolutional Neural Networks.
I was looking for information about filters (or kernels) of the convolutional layers. I have found this article: Lode's Computer Graphics Tutorial - Image Filtering, but I need more.
Do you know more resources about more filters (that it is known that they work) and how to create new ones?
In other words, I want to know how they work and how can I create new ones.
I've thought to create a C++ program, or with Octave, to test the new kernels.
By the way, my research will be focused on image segmentation to process MRIs.