DocumentCode :
2365561
Title :
Intravascular ultrasound video processing for blood vessel measurement
Author :
Guo, Dongbai ; Richardson, Peter
Author_Institution :
Brown Univ., Providence, RI, USA
fYear :
1998
fDate :
13-16 Sep 1998
Firstpage :
173
Lastpage :
176
Abstract :
Methods for extracting features of coronary arteries are important to assist accurate diagnosis, and the selection of regions for treatment. The authors proposed a variational model based method to detect closed boundary automatically from an intravascular ultrasound image. They then apply this method to detect lumen-intima boundary and intima-media boundary directly from a sequence of frames of a digitized intravascular ultrasound video, which was recorded in vivo at 30 frames/sec during a constant speed (0.5 mm/sec) drawback in a pig LAD artery. The authors utilize temporal and geometry continuity between the neighboring frames to speed up the boundary detection process from video frames. They then define a set of morphological parameters, such as vessel area, lumenal area, circularity, and intimal thickening, and calculate them from the sequence of the detected lumen-intima and intima-media boundaries. The authors separate these parameters into steady and transient part and use auto-correlation to extract heart beat frequency from the transient part of the vessel area function, this frequency matches very well with clinical record, the error being 1 percent
Keywords :
angiocardiography; biomedical ultrasonics; edge detection; feature extraction; image sequences; medical image processing; video signal processing; blood vessel measurement; coronary arteries features extraction; geometry continuity; intima-media boundary; intravascular ultrasound video processing; lumen-intima boundary; medical diagnostic imaging; neighboring frames; pig LAD artery; temporal continuity; Arteries; Autocorrelation; Biomedical imaging; Blood vessels; Feature extraction; Frequency; Geometry; Heart beat; In vivo; Ultrasonic imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology 1998
Conference_Location :
Cleveland, OH
ISSN :
0276-6547
Print_ISBN :
0-7803-5200-9
Type :
conf
DOI :
10.1109/CIC.1998.731760
Filename :
731760
Link To Document :
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