图形纹理的感知上均的构建
IEEE transactions on visualization and computer graphics
|October 23, 2023
概括
这项研究分析了人们对插图纹理的感知,例如点点和化. 结果显示了不同的感知空间,使得可以创建感知统一的纹理来显示多个数据字段.
科学领域:
- 计算机图形 计算机图形
- 感知科学 感知科学 感知科学
- 数据可视化 数据可视化
背景情况:
- 插图纹理 (斑点,化) 提供了对Phong染的替代方案.
- 通过纹理密度编码信息,可以叠加多个数据通道,如标量场.
- 之前的纹理代缺乏经验,感知接地.
研究的目的:
- 确定和理解插图纹理的感知空间.
- 用点,线和三角形作为原始物来探索纹理感知.
- 在经验数据的基础上构建感知上统一的插图纹理.
主要方法:
- 通过均密度采样生成了一系列点点,化和三角形纹理.
- 进行了三项涉及对对比的感知研究.
- 使用多维缩放 (MDS) 分析感知空间.
主要成果:
- 斑点和三角形的感知是相似的,由一个1D多边形描述.
- 化感知形成两个集群:交叉化和单向.
- 单向化感知与斑点和三角感知保持一致.
结论:
- 建立了关键插图纹理的感知空间.
- 开发了一种创造感知均纹理的方法.
- 展示了用于增强多道数据可视化的应用程序.
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