Create a simple path tracer (offline). Implement a parameter n that determines the number of rays that are sent out per pixel. This n then determines also the noisiness of the result. Use a Deep Learning approach to denoise the pictures.
If you are interested in this topic or for more information please contact Prof. Helmut Hlavacs (helmut.hlavacs(at)univie.ac.at).