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English(EN) RouTex: Multi-reference 3D Texture Generation by Reprogramming Rotary Position Encoding

RouTex框架通过重编程位置编码增强3D纹理生成

研究人员推出RouTex,一个从多个参考图像生成3D纹理的新框架。该方法通过重编程3D旋转位置编码(RoPE)来利用其固有的空间寻址能力,以建立参考与视图之间的显式对应关系。RouTex采用双粒度注意力机制,结合局部注意力来处理纹理细节,以及全局注意力来确保跨视图一致性,在多参考3D纹理生成方面取得了最先进的成果。 AI

影响 引入了一种新颖的多参考3D纹理生成方法,有望改进计算机图形学和虚拟环境中的应用。

排序理由 该集群包含一篇详细介绍3D纹理生成新方法的 ist 研究论文。[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 →

RouTex框架通过重编程位置编码增强3D纹理生成

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该集群包含一篇详细介绍3D纹理生成新方法的 ist 研究论文。[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) · Chengyang Li, Yang Liu, Jiale Zhang, Qiang Rao, Wei Zhang, Taicheng Huang ·

    RouTex:通过重编程旋转位置编码实现多参考3D纹理生成

    arXiv:2611.06070v1 Announce Type: new Abstract: While single-image 3D texture generation has advanced significantly, conditioning texture synthesis on multi-view reference images remains largely under-explored, despite its necessity for resolving surface ambiguity in unobserved r…