JOURNAL ARTICLE

Visualization of multidimensional, multivariate volume data using hardware-accelerated non-photorealistic rendering techniques

Abstract

This paper presents a set of feature enhancement techniques. coupled with hardware-accelerated non-photorealistic rendering for generating more perceptually effective visualizations of multidimensional, multivariate volume data, such as those obtained from typical computational fluid dynamics simulations. For time-invariant data, one or more variables are used to either highlight important features in another variable, or add contextural information to the visualization. For time-varying data, rendering of each time step also takes into account the values at neighboring time steps to reinforce the perception of the changing features in the data over time. With hardware-accelerated rendering, interactive visualization becomes possible leading to increased explorability and comprehension of the data.

Keywords:
Rendering (computer graphics) Computer science Visualization Volume rendering Computer graphics (images) Parallel rendering Data visualization Real-time rendering Multivariate statistics Artificial intelligence Software rendering Computer vision Computer graphics Machine learning

Metrics

27
Cited By
3.54
FWCI (Field Weighted Citation Impact)
45
Refs
0.92
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Computer Graphics and Visualization Techniques
Physical Sciences →  Computer Science →  Computer Graphics and Computer-Aided Design
Data Visualization and Analytics
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
3D Shape Modeling and Analysis
Physical Sciences →  Engineering →  Computational Mechanics
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