Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior

Nikola Janjušević, Amirhossein Khalilian-Gourtani, Yao Wang

Image processing neural networks, natural and artificial, have a long history with orientation-selectivity, often described mathematically as Gabor filters. Gabor-like filters have…