DocumentCode
3239205
Title
Echocardiographic image sequence segmentation by multiscale directional snake
Author
Cheng, Jierong ; Foo, Say Wei ; Krishnan, Shankar M.
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
fYear
2004
fDate
18-21 Dec. 2004
Firstpage
26
Lastpage
29
Abstract
In this paper, a new algorithm named as ´multiscale directional snake´ is proposed for segmentation of echocardiographic images by computer. The method makes use of morphological operations to locate the left ventricular center point and region of interest. In addition, a multiscale directional edge map is introduced to improve the performance of snake. The snake is confined within the region of interest during deformation and does not require initialization like traditional snake. Results show that the boundaries obtained using the proposed method fit very closely to the manually traced boundaries.
Keywords
echocardiography; edge detection; image segmentation; image sequences; medical image processing; boundary detection; echocardiographic image segmentation; image sequence; left ventricular center point; morphological operation; multiscale directional edge map; multiscale directional snake; region-of-interest; Active contours; Heart; Image edge detection; Image processing; Image segmentation; Image sequences; Morphological operations; Pixel; Smoothing methods; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Information Technology, 2004. Proceedings of the Fourth IEEE International Symposium on
Print_ISBN
0-7803-8689-2
Type
conf
DOI
10.1109/ISSPIT.2004.1433680
Filename
1433680
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