DocumentCode
3534096
Title
Automatic measurement of the artery intima-media thickness with image empirical mode decomposition
Author
Jin Jing ; Wang Yan ; Gao Xin ; Shen Yi ; Wang Qi
Author_Institution
Dept. of Control Sci. & Eng., Harbin Inst. of Technol., Harbin, China
fYear
2010
fDate
1-2 July 2010
Firstpage
306
Lastpage
310
Abstract
Artery intima-media thickness (IMT) is a useful marker for diagnosis of atherosclerosis. In this paper, we have proposed a new scheme for detection and measurement of the IMT in medical ultrasound images, in which the image empirical mode decomposition (IEMD) is used as the detection part as well as adaptive gray stretching, and watershed segmentation for extracting boundary of intima. To measure the IMT, a new method combing with regional positioning and boundary fitting is adopted. Experimental results show that the proposed scheme can yield a good measurement result, and the calculation time can satisfy the practical requirement. Moreover, our method needs less manual input than others.
Keywords
biomedical ultrasonics; blood vessels; cardiology; diseases; edge detection; image segmentation; medical image processing; spatial variables measurement; ultrasonic imaging; adaptive gray stretching; artery intima-media thickness automatic measurement; atherosclerosis diagnosis; image empirical mode decomposition; intima boundary extraction; medical ultrasound images; watershed segmentation; Arteries; Atherosclerosis; Biomedical imaging; Image segmentation; Medical diagnostic imaging; Position measurement; Thickness measurement; Time measurement; Ultrasonic imaging; Ultrasonic variables measurement; IEMD; IMT; Intima-media layer; Watershed;
fLanguage
English
Publisher
ieee
Conference_Titel
Imaging Systems and Techniques (IST), 2010 IEEE International Conference on
Conference_Location
Thessaloniki
Print_ISBN
978-1-4244-6492-0
Type
conf
DOI
10.1109/IST.2010.5548455
Filename
5548455
Link To Document