English(EN) SceneFrom3D: Geometry-Conditioned Outdoor 3D Scene Generation via View Scheduling with Object-Level Control

新方法通过改进的几何和控制来增强三维室外场景生成

作者 PulseAugur 编辑部 · [2 个来源] · 2026-07-07 04:00

两篇新研究论文介绍了从二维输入生成三维室外场景的先进方法。SceneFrom3D 专注于自动调度视图，并结合对象级控制以实现外观和几何一致性。GeoWorld 通过两阶段流程提供全帧几何特征，解决了几何失真和模糊内容的问题，旨在实现更高的保真度和更快的生成速度。 AI

影响三维场景生成方面的这些进步可能为游戏、模拟和增强现实等应用带来更逼真的虚拟环境。

排序理由 arXiv 上发表了两篇学术论文，详细介绍了三维场景生成的新方法。

AI 生成摘要 · Google Gemini · 来自 2 个来源。我们如何撰写摘要 →

报道来源 [2]

arXiv cs.CV TIER_1 English(EN) · Geonung Kim, Jeongeun Park, Nuri Ryu, Di Liu, Sunghyun Cho · 2026-07-07 04:00

SceneFrom3D: Geometry-Conditioned Outdoor 3D Scene Generation via View Scheduling with Object-Level Control

arXiv:2607.04540v1 Announce Type: cross Abstract: Geometry-conditioned 3D scene generation enables the creation of 3D environments from user-provided geometry, offering direct control over scene structure and object layout. To generate such 3D scenes, current methods commonly ado…
arXiv cs.CV TIER_1 English(EN) · Yuhao Wan, Lijuan Liu, Jingzhi Zhou, Zihan Zhou, Xuying Zhang, Dongbo Zhang, Shaohui Jiao, Qibin Hou, Ming-Ming Cheng · 2026-07-07 04:00

GeoWorld: Providing Full-frame Geometry Features to Facilitate 3D Scene Generation

arXiv:2511.23191v2 Announce Type: replace Abstract: Previous works that leverage video models for image-to-3D scene generation often suffer from geometric distortions and blurry content. Using video generation models to implicitly maintain geometric consistency according to a sin…