Title :
Reconstruction of flow velocity inside vessels by tracking single microbubbles with an MCMC data association algorithm
Author :
Ackermann, Dimitri ; Schmitz, Guido
Author_Institution :
Med. Eng., Ruhr-Univ. Bochum, Bochum, Germany
Abstract :
In this contribution, we propose a method to track single microbubbles. The aim of this method is the reconstruction of microvessels. An experiment with a vessel phantom was set up. The flow rate of a suspension (concentration 20/ml) of cyanoacrylate microbubbles was adjusted by a syringe pump. B-Mode images were acquired with a Vevo 2100 small animal imaging system (Visualsonics) at 255 fps. The positions of single microbubbles were identified from B-Mode images by a median filter based foreground/background separation algorithm. These positions were used by a novel Markov chain monte carlo data association (MCMCDA) algorithm to estimate the microbubbles´ velocity. The mean values (8.7, 4.17, and 2.63 mm/s) of estimated single mircobubble speeds were in good agreement with the adjusted flow speed (8.8, 3.5 and 1.8 mm/s).
Keywords :
Monte Carlo methods; biomedical ultrasonics; blood; blood flow measurement; blood vessels; bubbles; image fusion; image reconstruction; median filters; medical image processing; phantoms; suspensions; ultrasonic imaging; B-mode image acquisition; MCMC data association algorithm; Markov chain Monte Carlo data association algorithm; Vevo 2100 small animal imaging system; Visualsonics; cyanoacrylate microbubbles; flow rate; flow velocity reconstruction; median filter based foreground-background separation algorithm; microbubble velocity; microvessel reconstruction; single microbubbles tracking; suspension; syringe pump; velocity 1.8 m/s; velocity 3.5 m/s; velocity 8.8 m/s; vessel phantom; Image reconstruction; Imaging; Markov processes; Radar tracking; Signal processing algorithms; Ultrasonic imaging; Vectors; constrast agent; microbubbles; multiple target tracking; vessel reconstruction;
Conference_Titel :
Ultrasonics Symposium (IUS), 2013 IEEE International
Conference_Location :
Prague
Print_ISBN :
978-1-4673-5684-8
DOI :
10.1109/ULTSYM.2013.0162