CVPR2025

AniDoc: Animation Creation Made Easier

Yihao Meng, Hao Ouyang, Hanlin Wang, Qiuyu Wang, Wen Wang, Ka Leong Cheng, Zhiheng Liu, Yujun Shen, Huamin Qu

Abstract

Figure 1. AniDoc colorizes a sequence of sketches based on a character design reference with high fidelity, even when the sketches significantly differ in pose and scale. Additionally, the model supports sparse sketch inputs, enabling effective interpolation and highquality colorization simultaneously, as shown in the last row.