基于视觉感知的线积分卷积向量场可视化

Ying Ma, Yingyan Guo
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引用次数: 2

摘要

在流动可视化领域,算法的优化和视觉效果的提高一直是研究者关注的焦点,近年来提出了许多用于可视化质量评价的研究和改进算法。然而,在算法实现和质量评价过程中,经常会遇到流场方向模糊、矢量场方向和大小描述不清的问题,为了解决这一问题,尝试将人类视觉感知理论应用于可视化结果的评价和可视化效果的改进,并在气旋数据模拟研究的基础上,研究了矢量场可视化的二维线积分卷积算法。
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Visualization of Vector Field using Line Integral Convolution based on Visual Perception
In the field of flow visualization, the optimization of algorithms and the improvement of visual effects have always been the focus of researchers, in recent years many research and improvement algorithms for evaluating visualization quality have been proposed. However, in the process of algorithm implementation and quality evaluation, ambiguity of flow field direction and unclear description of vector field direction and size are often encountered, in order to solve this problem, an attempt is made to apply the theory of human visual perception to the evaluation of visualization results and the improvement of visualization effects, and on the basis of research by simulation of cyclone data, the two-dimensional line integral convolution algorithm for vector field visualization is studied.
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