Title :
A new approach for estimating wall motion of b-mode common carotid artery using block matching technique
Author :
Thangavel, M. ; Chandrasekaran, M. ; Madheswaran, M.
Author_Institution :
Dept. of ECE, Knowledge Inst. of Technol., Salem, India
Abstract :
In this paper, wall motion analysis of common carotid artery (CCA) has been done to identify whether the subjects are normal or abnormal. B-mode transverse ultrasound images have been obtained for normal and abnormal subjects with known cardio vascular complaints. Image normalization has been done to enhance the quality of CCA image and a seed point is initialized in in the center of lumen area of the first frame. Block matching technique has been applied to track the movement of carotid artery wall. Best matching block has been obtained in the subsequent frames using normalized cross correlation coefficient. The displacements in x and y directions have been obtained by tracking the wall motion in horizontal and vertical directions. The strain and stiffness indices for both normal and abnormal subjects were obtained. The mean stiffness indices for normal and abnormal subjects are found to be 5.478 and 10.04 respectively. The classification is done using the estimated parameters.
Keywords :
biomechanics; biomedical ultrasonics; blood vessels; cardiovascular system; elastic constants; image classification; image enhancement; image matching; medical image processing; motion estimation; parameter estimation; ultrasonic imaging; B-mode common carotid artery; B-mode transverse ultrasound images; block matching technique; cardiovascular complaints; common carotid artery image enhancement; common carotid artery image quality; image classification; image normalization; lumen area; normalized cross correlation coefficient; parameter estimation; stiffness indices; strain indices; wall motion analysis; wall motion estimation; Carotid arteries; Correlation; Imaging; Indexes; Strain; Tracking; Ultrasonic imaging; B- mode ultrasound image; Image segmentation; common carotid artery; motion analysis;
Conference_Titel :
India Conference (INDICON), 2012 Annual IEEE
Conference_Location :
Kochi
Print_ISBN :
978-1-4673-2270-6
DOI :
10.1109/INDCON.2012.6420801