Title :
Extracting 3D vortices in turbulent fluid flow
Author :
Zhong, Jialin ; Huang, Thomas S. ; Adrian, Ronald J.
Author_Institution :
Lucent Technol., Bell Labs., Murray Hill, NJ, USA
fDate :
2/1/1998 12:00:00 AM
Abstract :
This paper presents a computational framework to extract salient patterns, called vortex structures, from 3D turbulent fluid flows. These structures can be characterized as regions of dominating rotational motion in the velocity fields and intensity concentrations in the corresponding vorticity fields. A pointwise linear representation is employed to approximate the kinematics of the flow field, and the fluid motion is classified according to motion analysis or topological patterns. The regions of vortex structures are identified as those dominated by rotational motion or those of focus-type singularity. The 2D vortices, as a special case of 3D vortices, are detected by searching for regions of vorticity concentrations
Keywords :
image classification; kinematics; turbulence; vortices; 3D turbulent fluid flows; 3D vortex extraction; computational framework; dominating rotational motion; focus-type singularity; intensity concentrations; kinematics; motion analysis; pointwise linear representation; rotational motion; salient patterns; topological patterns; turbulent fluid flow; vortex structures; vorticity concentration regions; Computational fluid dynamics; Computer Society; Computer vision; Fluid flow; Image motion analysis; Motion analysis; Optical vortices; Pattern analysis; Pattern recognition; Visualization;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on