带有投影密度场和嵌入式控件的基于web的3D散点图的硬件加速渲染

Lukas Wagner, Daniel Limberger, W. Scheibel, J. Döllner
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引用次数: 0

摘要

描述大量数据的3D散点图存在遮挡问题,难以获得总体视图和感知结构。本文提出了一种有助于理解严重遮挡的三维散点图的技术。数据点被投射到轴向平面,创建类似x射线的2D视图,支持用户分析数据的密度和布局。我们用WebGL编写的硬件加速渲染组件展示了我们的开源web应用程序。它允许对多达数十万个节点的数据集进行交互、过滤和导航。针对API和性能限制带来的挑战,对实现进行了详细的讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hardware-accelerated Rendering of Web-based 3D Scatter Plots with Projected Density Fields and Embedded Controls
3D scatter plots depicting massive data suffer from occlusion, which makes it difficult to get an overview and perceive structure. This paper presents a technique that facilitates the comprehension of heavily occluded 3D scatter plots. Data points are projected to axial planes, creating x-ray-like 2D views that support the user in analyzing the data’s density and layout. We showcase our open-source web application with a hardware-accelerated rendering component written in WebGL. It allows for interactive interaction, filtering, and navigation with datasets up to hundreds of thousands of nodes. The implementation is detailed and discussed with respect to challenges posed by API and performance limitations.
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