Video Stylization

Video stylization aims to transform the visual appearance of videos, applying artistic styles or effects while preserving temporal consistency. Recent research heavily utilizes diffusion models and neural radiance fields (NeRFs) to achieve high-resolution, detailed stylization, often guided by text prompts or keyframes, addressing challenges like flickering and maintaining structural integrity. These advancements are impacting creative video editing, animation, and potentially other fields requiring efficient and high-quality video manipulation.