Taming Stable Diffusion for Text to 360{\deg} Panorama Image Generation

arXiv:2404.07949v1 Announce Type: new
Abstract: Generative models, e.g., Stable Diffusion, have enabled the creation of photorealistic images from text prompts. Yet, the generation of 360-degree panorama images from text remains a challenge, particularly due to the dearth of paired text-panorama data and the domain gap between panorama and perspective images. In this paper, we introduce a novel dual-branch diffusion model named PanFusion to generate a 360-degree image from a text prompt. We leverage the stable diffusion model as one branch …

arxiv cs.cv diffusion image image generation panorama stable diffusion text type