2023年12月28日 · We present iFusion, a novel 3D object reconstruction framework that requires only two views with unknown camera poses. While single-view reconstruction yields visually appealing results, it can deviate significantly from the actual object, especially on unseen sides.

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This is the official implementation of iFusion, a framework that extends existing single-view reconstruction to pose-free sparse-view reconstruction by repurposing Zero123 for camera pose estimation. iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse Views Chin-Hsuan Wu, Yen-Chun Chen, Bolivar Solarte, Lu Yuan, Min Sun

We propose iFusion, a framework that reconstructs 3D objects without requiring poses, leveraging a large-scale pre-trained diffusion model as a prior. Given a few unposed images, we begin with inverting the diffusion for gradient-based pose optimization.

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2023年12月31日 · 总体而言，iFusion展示了如何利用预训练扩散模型的强大先验，通过仅有的稀疏输入视图实现高质量的3D重建。 论文的主要贡献包括新的位姿估计网络、微调和3D重建框架。

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iFusion是一个新颖的3D物体重建框架，只需两个未知相机姿态的视图。 通过使用预训练的新视图合成扩散模型进行相机姿态估计和新视图合成，iFusion能够在3D物体重建中表现出良好的性能并与其他方法相融合。

2025年3月28日 · iFUSIONとは、 膨大で複雑な情報を効率的にExcelに集約するために開発された運用サポートシステム です。 誰でも簡単に扱える操作性があり、整備された管理システムを備えています。 属人化した業務の課題を解決 するために、とてもおすすめのツールですよ。 ...