DocumentCode :
1342440
Title :
High Range Resolution Ultrasonographic Vascular Imaging Using Frequency Domain Interferometry With the Capon Method
Author :
Taki, Hirofumi ; Taki, Kousuke ; Sakamoto, Takuya ; Yamakawa, Makoto ; Shiina, Tsuyoshi ; Kudo, Motoi ; Sato, Toru
Author_Institution :
Grad. Sch. of Inf., Kyoto Univ., Kyoto, Japan
Volume :
31
Issue :
2
fYear :
2012
Firstpage :
417
Lastpage :
429
Abstract :
For high range resolution ultrasonographic vascular imaging, we apply frequency domain interferometry with the Capon method to a single frame of in-phase and quadrature (IQ) data acquired using a commercial ultrasonographic device with a 7.5 MHz linear array probe. In order to tailor the adaptive beamforming algorithm for ultrasonography we employ four techniques: frequency averaging, whitening, radio-frequency data oversampling, and the moving average. The proposed method had a range resolution of 0.05 mm in an ideal condition, and experimentally detected the boundary couple 0.17 mm apart, where the boundary couple was indistinguishable from a single boundary utilizing a B-mode image. Further, this algorithm could depict a swine femoral artery with a range beam width of 0.054 mm and an estimation error for the vessel wall thickness of 0.009 mm, whereas using a conventional method the range beam width and estimation error were 0.182 and 0.021 mm, respectively. The proposed method requires 7.7 s on a mobile PC with a single CPU for a 1 × 3 cm region of interest. These findings indicate the potential of the proposed method for the improvement of range resolution in ultrasonography without deterioration in temporal resolution, resulting in enhanced detection of vessel stenosis.
Keywords :
biomedical ultrasonics; blood vessels; frequency-domain analysis; interferometry; medical image processing; medical signal detection; signal resolution; ultrasonic imaging; B-mode image; Capon method; adaptive beamforming algorithm; estimation error; frequency 7.5 MHz; frequency averaging; frequency domain interferometry; high range resolution ultrasonographic vascular imaging; mobile PC; quadrature data; radio-frequency data oversampling; single CPU; size 0.009 mm to 0.182 mm; swine femoral artery; temporal resolution; ultrasonographic device; vessel stenosis; vessel wall thickness; whitening; Arteries; Frequency domain analysis; Image resolution; Imaging; Radio frequency; Signal resolution; Ultrasonic imaging; Adaptive signal processing; Capon method; frequency domain interferometry; ultrasonic imaging; vascular ultrasound; Algorithms; Animals; Constriction, Pathologic; Femoral Artery; Image Enhancement; Image Interpretation, Computer-Assisted; Interferometry; Peripheral Arterial Disease; Reproducibility of Results; Sensitivity and Specificity; Swine; Ultrasonography;
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2011.2170847
Filename :
6035979
Link To Document :
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