DocumentCode :
3540918
Title :
Automatic detection of region of interest and center point of left ventricle using watershed segmentation
Author :
Cheng, Jierong ; Foo, Say Wei ; Krishnan, Shankar M.
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear :
2005
fDate :
23-26 May 2005
Firstpage :
149
Abstract :
In the detection of the boundary of the left ventricle from echocardiographic images, the crucial step is to determine the region of interest (ROI) or the center point (CP) of the left ventricle. In this paper, a new algorithm is proposed for automatic detection of the ROI and CP of the left ventricle from echocardiographic images. The method makes use of morphological operations and watershed segmentation. No prior assumption of the approximate location is required and no human intervention is necessary for the proposed approach hence making it most suitable for automatic operation.
Keywords :
echocardiography; image segmentation; mathematical morphology; medical image processing; ROI; automatic detection; center point; echocardiographic images; left ventricle; morphological operations; region of interest; watershed segmentation; Active contours; Biomedical engineering; Educational institutions; Heart; Humans; Image segmentation; Kernel; Morphological operations; Smoothing methods; Speckle;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
Type :
conf
DOI :
10.1109/ISCAS.2005.1464546
Filename :
1464546
Link To Document :
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