Title :
Interactive Computation and Rendering of Finite-Time Lyapunov Exponent Fields
Author :
Barakat, Samer ; Garth, Christoph ; Tricoche, Xavier
Author_Institution :
Dept. of Comput. Sci., Purdue Univ., West Lafayette, IN, USA
Abstract :
In this paper, we present a novel technique that allows for the coupled computation and visualization of salient flow structures at interactive frame rates. Our approach is built upon a hierarchical representation of the Finite-time Lyapunov Exponent (FTLE) field, which is adaptively sampled and rendered to meet the need of the current visual setting. The performance of our method allows the user to explore large and complex data sets across scales and to inspect their features at arbitrary resolution. The paper discusses an efficient implementation of this strategy on graphics hardware and provides results for an analytical flow and several CFD simulation data sets.
Keywords :
Lyapunov methods; computational fluid dynamics; flow visualisation; coupled computation; finite time Lyapunov exponent fields; graphics hardware; hierarchical representation; interactive computation; salient flow structures visualization; simulation data sets; Graphics processing unit; Octrees; Rendering (computer graphics); Three dimensional displays; Transient analysis; Visualization; FTLE; Flow visualization; GPU and multicore architectures; interactive; streaming data.; vector field data;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2012.33