Title :
On the use of block matching for the estimation of arterial wall motion
Author :
Golemati, Spyretta ; Konstantina, J.S. ; Nikita, Konstantina S.
Author_Institution :
Electr. & Comput. Eng. Dept., Nat. Tech. Univ. of Athens, Athens
Abstract :
Motion of the carotid artery wall is important for the quantification of arterial elasticity and contractility and can be estimated from sequences of B-mode ultrasound images. In the relatively few studies on the subject, block matching has been used to estimate displacements of selected areas of the arterial wall and of the atheromatous plaque. In this paper, we attempted a small study on the use and performance of three variations of block matching, namely forward-, backward- and combination-block-matching, in terms of estimating arterial wall motion. Simulated ultrasound image sequences, generated using (a) FIELD-II, an ultrasound simulation package and (b) a mathematical model of arterial wall displacement, were used. The warping index, defined as the mean geometric error in pixels between the true and recovered deformation, was used to evaluate the performance of the block matching techniques. Reasonably high values were obtained for all three cases; specifically, the warping index was 1.879 for forward-, 0.984 for backward- and 1.122 for combined block matching. In conclusion, block matching techniques are appropriate for estimating arterial wall motion from sequences of ultrasound images; backward tracking may be the preferred technique in such applications.
Keywords :
biomechanics; biomedical ultrasonics; blood vessels; diseases; elasticity; image matching; image sequences; medical image processing; motion estimation; B-mode ultrasound image sequence; FIELD-II; arterial contractility quantification; arterial elasticity quantification; arterial wall displacement; atheromatous plaque; backward block matching; backward tracking; block matching technique; carotid arterial wall motion estimation; combination-block-matching; forward block matching; mean geometric error; ultrasound simulation package; warping index; Carotid arteries; Elasticity; Image sequences; Imaging phantoms; Motion estimation; Packaging; Radio frequency; Speckle; Tracking; Ultrasonic imaging;
Conference_Titel :
BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-2844-1
Electronic_ISBN :
978-1-4244-2845-8
DOI :
10.1109/BIBE.2008.4696787