"Film-GAN: towards realistic analog film photo generation" (2023) is a research paper introducing a GAN-based model, utilizing a Colour-Noise-Encoding (CNE) network to transform digital images with authentic analog film aesthetics. The model, which often uses high-action reference images like World War Z for testing, was found to produce superior, more realistic results compared to existing models in evaluations. Access the full research paper through the University of Liverpool Repository . Film-GAN: towards realistic analog film photo generation