Multi-view Image Prompted Multi-view Diffusion for Improved 3D Generation

arXiv:2404.17419v1 Announce Type: new
Abstract: Using image as prompts for 3D generation demonstrate particularly strong performances compared to using text prompts alone, for images provide a more intuitive guidance for the 3D generation process. In this work, we delve into the potential of using multiple image prompts, instead of a single image prompt, for 3D generation. Specifically, we build on ImageDream, a novel image-prompt multi-view diffusion model, to support multi-view images as the input prompt. Our method, dubbed MultiImageDream, reveals …

abstract arxiv cs.cv diffusion guidance image images multiple performances process prompts text type view work