I'm studying a Master's Degree in Artificial Intelligence an my final work is about Convolutional Neuronal Networks.
I was looking for information about filters (or kernel) at 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.