ObjectStitch: Object Compositing with Diffusion Model

Yizhi Song; Zhifei Zhang; Zhe Lin; Scott Cohen; Brian L. Price; Jianming Zhang; Soo Ye Kim; Daniel G. Aliaga

doi:10.1109/cvpr52729.2023.01756

CVPR2023Top-tier venue

ObjectStitch: Object Compositing with Diffusion Model

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian L. Price, Jianming Zhang, Soo Ye Kim, Daniel G. Aliaga

DOI Publisher

2023Year

69Top-tier citations

Abstract

cal semantics and object appearance. A data augmentation method is further adopted to improve the fidelity of the generator. Our method outperforms relevant baselines in both realism and faithfulness of the synthesized result images in a user study on various real-world images.