Envision3D: One Image to 3D with Anchor Views Interpolation

arXiv:2403.08902v1 Announce Type: new
Abstract: We present Envision3D, a novel method for efficiently generating high-quality 3D content from a single image. Recent methods that extract 3D content from multi-view images generated by diffusion models show great potential. However, it is still challenging for diffusion models to generate dense multi-view consistent images, which is crucial for the quality of 3D content extraction. To address this issue, we propose a novel cascade diffusion framework, which decomposes the challenging dense views generation task …

abstract anchor arxiv consistent cs.cv diffusion diffusion models extract generate generated however image images novel quality show type view