CVPR2025

SketchVideo: Sketch-based Video Generation and Editing

Feng-Lin Liu, Hongbo Fu, Xintao Wang, Weicai Ye, Pengfei Wan, Di Zhang, Lin Gao

Abstract

Figure 1. Our method enables high-quality video generation (a) and editing (b) based on sketch and text inputs. (a) Top: With the same text prompt, different keyframe sketches lead to results with similar semantics but diverse sketch-faithful geometry. (a) Bottom: With the same sketches, varied text prompts yield diverse appearances. (b) Users can also edit real videos by drawing on keyframe sketches, with edits automatically propagated even when edited objects in original videos have translation and rotation.