DocumentCode
1305372
Title
Coherent Structures of Characteristic Curves in Symmetric Second Order Tensor Fields
Author
Hlawatsch, Marcel ; Vollrath, Joachim E. ; Sadlo, Filip ; Weiskopf, Daniel
Author_Institution
Visualization Res. Center, Univ. Stuttgart (VISUS), Stuttgart, Germany
Volume
17
Issue
6
fYear
2011
fDate
6/1/2011 12:00:00 AM
Firstpage
781
Lastpage
794
Abstract
This paper generalizes the concept of Lagrangian coherent structures, which is known for its potential to visualize coherent regions in vector fields and to distinguish them from each other. In particular, we extend the concept of the flow map to generic mappings of coordinates. As the major application of this generalization, we present a semiglobal method for visualizing coherent structures in symmetric second order tensor fields. We demonstrate the usefulness by examples from DT-MRI, uncovering anatomical structures in linearly anisotropic regions not amenable to local feature criteria. To further exemplify the suitability of our concept, we also present its application to stress tensor fields. Last, an accelerated implementation utilizing GPUs is presented.
Keywords
biomedical MRI; computational geometry; data visualisation; tensors; DT-MRI; GPU; Lagrangian coherent structures; anatomical structures; characteristic curves; coherent structure visualization; diffusion tensor magnetic resonance imaging; flow map; linearly anisotropic regions; stress tensor fields; symmetric second order tensor fields; tensor field visualization; Anisotropic magnetoresistance; Diffusion tensor imaging; Eigenvalues and eigenfunctions; Feature extraction; Tensile stress; Visualization; Lagrangian coherent structures; feature extraction; general-purpose computation using graphics hardware.; tensor field topology; tensor field visualization;
fLanguage
English
Journal_Title
Visualization and Computer Graphics, IEEE Transactions on
Publisher
ieee
ISSN
1077-2626
Type
jour
DOI
10.1109/TVCG.2010.107
Filename
5557866
Link To Document