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
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