This is effectively noise reduction, which bilateral and guided filters are actually used for. They take the weights of their kernels based on local pixels and statistics. You can also look up other edge preserving filters like BM3D and non-local means.

I don't know what you mean by hand made filters and I don't know why that's a conclusion you jumped to.