DocumentCode :
1877591
Title :
3-D knee cartilage segmentation using a smoothing B-Spline active surface
Author :
Du, Xian ; Velut, Jérôme ; Bolbos, Radu ; Beuf, Olivier ; Odet, Christophe ; Benoit-Cattin, Hugues
Author_Institution :
CREATIS-LRMN, Univ. Claude Bernard Lyon 1, Villeurbanne
fYear :
2008
fDate :
12-15 Oct. 2008
Firstpage :
2924
Lastpage :
2927
Abstract :
We present an adaptive solution for guinea pig knee cartilage segmentation using a 3-D smoothing B-Spline active surface. An adaptive parametric combination of edge-based forces and balloon force solves the problem of capture range of external forces. The comparison between the results of the experiments using this method and previous 3-D validated snake segmentation shows that the accuracy and robustness are improved.
Keywords :
image segmentation; medical image processing; splines (mathematics); 3D knee cartilage segmentation; adaptive parametric combination; balloon force; biomedical image processing; edge-based forces; smoothing B-spline active surface; snake segmentation; Animals; Biomedical image processing; Image resolution; Image segmentation; Knee; Magnetic resonance imaging; Osteoarthritis; Robustness; Smoothing methods; Spline; MRI; biomedical image processing; image segmentation; spline functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
ISSN :
1522-4880
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2008.4712407
Filename :
4712407
Link To Document :
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