Improving Diffusion Models for Virtual Try-on

arXiv:2403.05139v1 Announce Type: new
Abstract: This paper considers image-based virtual try-on, which renders an image of a person wearing a curated garment, given a pair of images depicting the person and the garment, respectively. Previous works adapt existing exemplar-based inpainting diffusion models for virtual try-on to improve the naturalness of the generated visuals compared to other methods (e.g., GAN-based), but they fail to preserve the identity of the garments. To overcome this limitation, we propose a novel diffusion model that …

abstract adapt arxiv cs.cv diffusion diffusion models generated image images inpainting paper person type virtual virtual try-on visuals