TexGS-VolVis:通过有纹理的高斯斯裂纹来进行体积可视化的表达场景编辑
IEEE transactions on visualization and computer graphics
|November 21, 2025
概括
TexGS-VolVis 推出了一个新的纹理高斯斯点击框架,用于体积可视化 (VolVis). 这种方法提高了风格转移的灵活性,并使3D体积数据的实时可控编辑成为可能.
科学领域:
- 计算机图形 计算机图形
- 科学可视化科学可视化
背景情况:
- 卷积可视化 (VolVis) 使用染方式从3D数据中提取见解.
- 非摄影现实化的染增强了清晰度,但在风格转移灵活性方面存在局限性.
- 现有的方法与复杂的规则和单一风格的转移扎.
研究的目的:
- 开发一个灵活和可控的框架,用于体积可视化风格转移和编辑.
- 为了克服传统的3D高斯原体在外观和几何合方面的局限性.
- 为了使任意的风格转移和实时染为VolVis.
主要方法:
- 使用可微分高斯原体与预训练的大型模型来表示VolVis场景.
- 介绍TexGS-VolVis,一个使用2D高斯原体和纹理和阴影属性的有纹理的高斯喷涂框架.
- 开发图像和文本驱动的非摄影现实场景编辑和2D升级-3D细分,以实现细粒度控制.
主要成果:
- TexGS-VolVis实现了更高质量的,与几何一致的造型和增强的照明控制.
- 该框架允许任意的风格传输和实时染.
- 在效率,视觉质量和编辑灵活性方面表现出优于现有方法的优势.
结论:
- TexGS-VolVis在体积可视化方面提供了显著的进步,提供了卓越的样式化和编辑功能.
- 有纹理的高斯斯普拉丁方法增强了控制和视觉保真度.
- 这个框架为3D体积数据的交互和风格化探索开辟了新的可能性.
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