Title :
An iterative adaptive approach for blood velocity estimation using ultrasound
Author :
Gudmundson, Erik ; Jakobsson, Andreas ; Jensen, Jorgen A. ; Stoica, Petre
Author_Institution :
Dept. of IT, Uppsala Univ., Uppsala, Sweden
Abstract :
This paper proposes a novel iterative data-adaptive spectral estimation technique for blood velocity estimation using medical ultrasound scanners. The technique makes no assumption on the sampling pattern of the slow-time or the fast-time samples, allowing for duplex mode transmissions where B-mode images are interleaved with the Doppler emissions. Furthermore, the technique is shown, using both simplified and more realistic Field II simulations, to outperform current state-of-the-art techniques, allowing for accurate estimation of the blood velocity spectrum using only 30% of the transmissions, thereby allowing for the examination of two separate vessel regions while retaining an adequate updating rate of the B-mode images. In addition, the proposed method also allows for more flexible transmission patterns, as well as exhibits fewer spectral artifacts as compared to earlier techniques.
Keywords :
adaptive estimation; biomedical ultrasonics; image sampling; iterative methods; medical image processing; B-mode images; Doppler emissions; blood velocity estimation; blood velocity spectrum estimation; duplex mode transmissions; fast-time samples; field II simulations; flexible transmission patterns; iterative data-adaptive spectral estimation technique; medical ultrasound scanners; slow-time sampling pattern; spectral artifacts; Biomedical imaging; Blood; Doppler effect; Estimation; Iterative methods; Spectrogram; Ultrasonic imaging;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg