在可视化中的黑白纹理的设计特征
IEEE transactions on visualization and computer graphics
|October 26, 2023
概括
黑白纹理有效地可视化了分类数据,提供了设计策略和美学见解. 在各种图表类型中,纹理图表的性能与非纹理图表相比较.
科学领域:
- 计算机科学 计算机科学
- 信息可视化 信息可视化
- 人与计算机的交互
背景情况:
- 黑白纹理为分类数据可视化提供了有价值的视觉道.
- 应用包括低颜色显示,印刷媒体,历史美学,以及为其他映射保存颜色.
- 本研究侧重于几何 (抽象形状) 和标志性 (重复图标) 纹理类型.
研究的目的:
- 调查二维黑白纹理用于分类数据可视化的使用.
- 总结纹理属性并引出设计策略.
- 测量纹理可视化的审美性和有效性.
主要方法:
- 开发一个工具来创建和参数化几何和标志性纹理.
- 由30位可视化专家设计的66个纹理图表 (条形图表,圆形图表,地图).
- 150名参与者的审美评分和150名参与者的最高评级纹理的感知评估.
主要成果:
- 确定了关键的纹理属性和设计策略.
- 审美评价显示了参与者的不同偏好.
- 感知评估表明纹理图表与非纹理图表的性能类似.
结论:
- 2D黑白纹理是分类数据的可行的视觉道.
- 设计策略和参数影响着纹理美学和效果.
- 进一步的研究可以完善纹理设计,以实现最佳的数据表示.
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