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引用次数: 20

摘要

本教程介绍了受传统技术和医学插图启发的最先进的可视化技术。这些技术利用人类视觉系统的感知能力,提供有效的视觉抽象,使可视化清晰易懂。从史前绘画到现在的科学和医学插图,视觉强调和抽象已被用于表达。许多艺术中使用的表达技巧在计算机图形学中被采用,并被称为说明性或非真实感渲染。不同的笔触技巧或笔刷属性表达了特定的抽象层次。特征强调或特征抑制是通过结合不同的抽象层次来实现的。可视化研究面临的挑战是超大数据可视化和多维数据可视化。为了有效地传达最重要的视觉信息,有必要进行视觉抽象。对于不太相关的信息,减少专用图像空间以增强更突出的特征。在科学可视化的背景下讨论的技术是基于等面和体绘制。除了视觉抽象(即说明性表示)之外,突出特征的可见性还可以通过说明性可视化技术(例如切线视图或虚影视图)来实现。为了清晰地看到更有趣的部分,遮挡了最重要信息的结构被抑制了。另一种提供数据信息的聪明方法是使用爆炸视图或其他类型的变形。说明性可视化是通过医学可视化中的特定应用任务来演示的。与传统医学插图相比,一个重要的方面是获得的患者数据的交互性和实时操作。这在解剖学教育中非常有用。另一个应用领域是手术计划,通过两个案例研究来证明:颈部解剖和肝脏手术计划。
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Illustrative Visualization
The tutorial presents state-of-the-art visualization techniques inspired by traditional technical and medical illustrations. Such techniques exploit the perception of the human visual system and provide effective visual abstractions to make the visualization clearly understandable. Visual emphasis and abstraction has been used for expressive presentation from prehistoric paintings to nowadays scientific and medical illustrations. Many of the expressive techniques used in art are adopted in computer graphics, and are denoted as illustrative or non-photorealistic rendering. Different stroke techniques, or brush properties express a particular level of abstraction. Feature emphasis or feature suppression is achieved by combining different abstraction levels in illustrative rendering. Challenges in visualization research are very large data visualization as well as multi-dimensional data visualization. To effectively convey the most important visual information there is a significant need for visual abstraction. For less relevant information the dedicated image space is reduced to enhance more prominent features. The discussed techniques in the context of scientific visualization are based on iso-surfaces and volume rendering. Apart from visual abstraction, i.e., illustrative representation, the visibility of prominent features can be achieved by illustrative visualization techniques such as cut-away views or ghosted views. The structures that occlude the most prominent information are suppressed in order to clearly see more interesting parts. Another smart way to provide information on the data is using exploded views or other types of deformation. Illustrative visualization is demonstrated via application-specific tasks in medical visualization. An important aspect as compared to traditional medical illustrations is the interactivity and real-time manipulation of the acquired patient data. This can be very useful in anatomy education. Another application area is surgical planning which is demonstrated with two case studies: neck dissection and liver surgery planning.
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