Sketch Video Synthesis is an optimized video sketch generation framework based on Bézier curves between frames. It utilizes semantic loss and a novel consistency loss for optimizing curve positions, generating impressionistic-style video sketches while maintaining temporal coherence. It can be used for video editing and video doodling, supporting flexible rendering of SVG lines, including resizing, filling colors, and layering doodles onto original background images.