Advancing Video-to-Video Translation: Techniques, Challenges, and Future Directions

Translation-based video-to-video synthesis aims to transform videos between distinct domains while preserving temporal continuity and underlying content features, enabling applications such as video super-resolution, colorization, and segmentation.