DocumentCode :
1877905
Title :
A dynamic programming solution to tracking and elastically matching left ventricular walls in cardiac cine MRI
Author :
Tsaftaris, S.A. ; Andermatt, V. ; Schlegel, A. ; Katsaggelos, A.K. ; Li, D. ; Dharmakumar, R.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL
fYear :
2008
fDate :
12-15 Oct. 2008
Firstpage :
2980
Lastpage :
2983
Abstract :
In this paper an algorithm to detect and elastically match the contours of the epicardial walls of the left ventricle (LV) in cardiac phase-resolved 2-D magnetic resonance (MR) images is presented. For both tasks, dynamic programming (DP) is used. A mask conforming to the six segment model of the LV is fitted on a reference image and propagated utilizing the elastic matching information. At its present form the algorithm requires minimal parameter corrections among different sets of cine MRI images. Future extensions include comparisons with contours hand labeled by imaging experts.
Keywords :
biomedical MRI; dynamic programming; image matching; image segmentation; object detection; cardiac phase-resolved 2D magnetic resonance images; contours detection algorithm; contours matching; dynamic programming; elastic matching information; mask conforming; minimal parameter correction; reference image; six segment model; Blood; Computer science; Dynamic programming; Image segmentation; Magnetic resonance; Magnetic resonance imaging; Myocardium; Phase detection; Radiology; Shape; Dynamic programming; Magnetic resonance imaging; detection; matching; registration;
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.2008.4712421
Filename :
4712421
Link To Document :
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