Title :
P6B-12 Blood Velocity Estimation Based On 3D Spatiotemporal Filtering of Sequences of Ultrasound Images
Author :
Marion, A. ; Vray, D. ; Needles, A.
Author_Institution :
CNRS, Villeurbanne
Abstract :
Blood velocity estimation is required in many clinical applications. Ultrasonic imaging is often used to reach this goal. This article presents a new blood velocity estimation method from ultrasonic imaging It claims to be complementary to Doppler imaging which presents some limitations. New techniques like speckle tracking or decorrelation-based methods have already been developed to overcome these limitations. Our method is based on spatiotemporai filtering to estimate the apparent velocity vector for each pixel of the sequence of B-mode imaging. A moving object, which can be a region of speckle, leaves a trace in the spatiotemporai volume. A bank of filters is designed in order to estimate a local texture orientation related to the velocity of the object. The method was applied to ultrasonic sequences of images of calibrated flow in a vessel (mean velocity < 1 mm/s). The velocity estimates are exhibited a mean error < 5%). They are presented as a dense field of velocity vectors, an associated velocities profile and a dynamic cartography.
Keywords :
biomedical ultrasonics; filtering theory; haemodynamics; medical image processing; speckle; ultrasonic imaging; 3D spatiotemporal filtering; B-mode imaging; Doppler imaging; blood velocity estimation; decorrelation-based methods; dynamic cartography; local texture orientation; speckle tracking; ultrasonic imaging; Blood; Decorrelation; Filter bank; Filtering; Frequency; Image processing; Pixel; Spatiotemporal phenomena; Speckle; Ultrasonic imaging;
Conference_Titel :
Ultrasonics Symposium, 2007. IEEE
Conference_Location :
New York, NY
Print_ISBN :
978-1-4244-1384-3
Electronic_ISBN :
1051-0117
DOI :
10.1109/ULTSYM.2007.619