WAIT: Feature warping for animation to illustration video translation using GANs

Samet Hicsonmez, Nermin Samet, Fidan Samet, Oguz Bakir, Emre Akbas, Pinar Duygulu

Abstract: Highlights•Propose a new video-to-video translation model without extra networks for temporal consistency.•Our method uses feature warping layers to ensure temporal coherency efficiently.•This approach simplifies training/inference and improves performance on benchmarks.•Explore a novel domain: using unordered images as target style for video translation.