CVPR2025

ObjectMover: Generative Object Movement with Video Prior

Xin Yu, Tianyu Wang, Soo Ye Kim, Paul Guerrero, Xi Chen, Qing Liu, Zhe Lin, Xiaojuan Qi

Abstract

Kong 2 Adobe Research https://xinyu-andy.github.io/ObjMover Figure 1. Results of object movement. We demonstrate the object movement capability of ObjectMover in a variety of complex and challenging scenarios. ObjectMover can well keep object identity, synchronously edit lighting and shadow effects, complete occluded parts, understand materials, adjust object perspective, and comprehend occlusion relationships to generate realistic images where the object has been moved, maintaining all other elements of the scene unchanged.