DocumentCode :
1388770
Title :
Topological Well-Composedness and Glamorous Glue: A Digital Gluing Algorithm for Topologically Constrained Front Propagation
Author :
Tustison, Nicholas J. ; Avants, Brian B. ; Siqueira, Marcelo ; Gee, James C.
Author_Institution :
Radiol., Univ. of Virginia, Charlottesville, VA, USA
Volume :
20
Issue :
6
fYear :
2011
fDate :
6/1/2011 12:00:00 AM
Firstpage :
1756
Lastpage :
1761
Abstract :
We propose a new approach to front propagation algorithms based on a topological variant of well-composedness which contrasts with previous methods based on simple point detection. This provides for a theoretical justification, based on the digital Jordan separation theorem, for digitally “gluing” evolved well-composed objects separated by well-composed curves or surfaces. Additionally, our framework can be extended to more relaxed topologically constrained algorithms based on multisimple points. For both methods this framework has the additional benefit of obviating the requirement for both a user-specified connectivity and a topologically-consistent marching cubes/squares algorithm in meshing the resulting segmentation.
Keywords :
image segmentation; digital Jordan separation theorem; digital gluing algorithm; glamorous glue; simple point detection; topological constrained front propagation algorithm; topologically-consistent marching cubes-square algorithm; well-composedness topological variant; Algorithm design and analysis; Artificial neural networks; Image segmentation; Law; Level set; Topology; Digital Jordan separation theorem; front propagation; marching cubes; simple point; topological well-composedness; Algorithms; Artificial Intelligence; Image Enhancement; Image Interpretation, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2010.2095021
Filename :
5645685
Link To Document :
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