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English(EN) OmniRay: Camera-Agnostic Monocular 3D Reconstruction with Composite Ray Fields

OmniRay模型实现了相机无关的三维重建

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了OmniRay，一种新颖的用于单目三维重建的前馈模型，该模型可以准确处理各种相机类型的图像，而无需在推理时提供相机信息。与假设针孔相机或对所有相机几何使用单一基数的先前模型不同，OmniRay采用了分层的射线模块。该模块结合了径向基、球谐残差和自由形式残差来捕捉复杂的相机几何形状，在相机无关的三维重建方面设定了新的最先进水平。 AI

影响 这项研究推进了三维重建能力，有可能在计算机视觉和增强现实等领域实现更准确、更多功能的应用程序。

排序理由 该集群包含一篇详细介绍三维重建新模型的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

OmniRay模型实现了相机无关的三维重建

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该集群包含一篇详细介绍三维重建新模型的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.CV TIER_1 English(EN) · Namitha Guruprasad, Abhay Yadav, Cheng Peng, Rama Chellappa, Anand Bhattad ·

    OmniRay: Camera-Agnostic Monocular 3D Reconstruction with Composite Ray Fields

    arXiv:2610.31645v1 Announce Type: new Abstract: Monocular models recover 3D geometry from a single image in one pass, but most assume a pinhole camera and produce distorted geometry on the wide-angle imagery produced by fisheye and panoramic lenses. Camera-aware models remove thi…

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