Title :
Three-Dimensional Mean-Shift Edge Bundling for the Visualization of Functional Connectivity in the Brain
Author :
Bottger, Joachim ; Schafer, Andreas ; Lohmann, Gabriele ; Villringer, Arno ; Margulies, Daniel S.
Author_Institution :
Max Planck Inst. for Human Cognitive & Brain Sci., Leipzig, Germany
Abstract :
Functional connectivity, a flourishing new area of research in human neuroscience, carries a substantial challenge for visualization: while the end points of connectivity are known, the precise path between them is not. Although a large body of work already exists on the visualization of anatomical connectivity, the functional counterpart lacks similar development. To optimize the clarity of whole-brain and complex connectivity patterns in three-dimensional brain space, we develop mean-shift edge bundling, which reveals the multitude of connections as derived from correlations in the brain activity of cortical regions.
Keywords :
brain; data visualisation; neurophysiology; anatomical connectivity visualization; complex connectivity patterns; functional connectivity visualization; human neuroscience; three-dimensional brain space; three-dimensional mean-shift edge bundling; Abstracts; Brain; Correlation; Data visualization; Image edge detection; Organizations; Principal component analysis; Visualization applications; information visualization; visualization techniques and methodologies;
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
DOI :
10.1109/TVCG.2013.114