SyncDreamer: Generating Multiview-consistent Images from a Single-view Image

arXiv:2309.03453v2 Announce Type: replace
Abstract: In this paper, we present a novel diffusion model called that generates multiview-consistent images from a single-view image. Using pretrained large-scale 2D diffusion models, recent work Zero123 demonstrates the ability to generate plausible novel views from a single-view image of an object. However, maintaining consistency in geometry and colors for the generated images remains a challenge. To address this issue, we propose a synchronized multiview diffusion model that models the joint probability distribution of multiview …

abstract arxiv consistent cs.ai cs.cv cs.gr diffusion diffusion model diffusion models generate geometry however image images novel object paper scale type view work