DocumentCode :
2463460
Title :
3D Topology Preserving Flows for Viewpoint-Based Cortical Unfolding
Author :
Rocha, Kelvin ; Sundaramoorthi, Ganesh ; Yezzi, Anthony
Author_Institution :
Georgia Inst. of Technol., Atlanta
fYear :
2007
fDate :
14-21 Oct. 2007
Firstpage :
1
Lastpage :
8
Abstract :
We present a variational method for unfolding of the cortex based on a user-chosen point of view as an alternative to more traditional global flattening methods, which incur more distortion around the region of interest. Our approach involves two novel contributions. The first is an energy function and its corresponding gradient flow to measure the average visibility of a region of interest of a surface from a given viewpoint. The second is an additional energy function and flow designed to preserve the 3D topology of the evolving surface. This latter contribution receives significant focus in this paper as it is crucial to obtain the desired unfolding effect derived from the first energy functional and flow. Without it, the resulting topology changes render the unconstrained evolution uninteresting for the purpose of cortical visualization, exploration, and inspection.
Keywords :
biology computing; brain; data visualisation; image segmentation; stereo image processing; topology; 3D topology preserving flows; cortex unfolding; cortical exploration; cortical inspection; cortical visualization; first energy functional; gradient flow; surface evolution; topology change; unfolding effect; variational method; viewpoint-based cortical unfolding; Active contours; Biomedical imaging; Distortion measurement; Energy measurement; Fluid flow measurement; Focusing; Image segmentation; Kelvin; Topology; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on
Conference_Location :
Rio de Janeiro
ISSN :
1550-5499
Print_ISBN :
978-1-4244-1630-1
Electronic_ISBN :
1550-5499
Type :
conf
DOI :
10.1109/ICCV.2007.4409139
Filename :
4409139
Link To Document :
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