Jul 2026
Trans-GAN: lightweight dual-branch transformer for style-preserved image inpainting
This work proposes a novel dual-branch architecture that integrates U-Net and Transformer networks: U-Net is leveraged for restoring fine-grained textures, while the Transformer effectively models long-range dependencies to ensure global semantic consistency.
Huaming Liu, Minglong Zhang, Xiuyou Wang et al.
· Multimedia Systems · 0 citations