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
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;
Conference_Titel :
Imaging Systems and Techniques (IST), 2010 IEEE International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-6492-0
DOI :
10.1109/IST.2010.5548455