Lune

CVPR2025

IM-Zero: Instance-level Motion Controllable Video Generation in a Zero-shot Manner

Yuyang Huang, Yabo Chen, Li Ding, Xiaopeng Zhang, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian

DOI出版方

摘要

Figure 1. IM-Zero introduces a zero-shot framework for instance-level motion controllable video generation. IM-Zero allows users to: (a) Control overall instance motion. (b) Control instance subpart motion. (c) Control instance motion and specify instance shape via mask. (d) Perform motion transfer by reference video. (e) Perform high-quality text-to-video generation.