Title :
Two-dimensional blood flow velocity estimation using apparent speckle pattern angle dependence on scan velocity
Author :
Tiantian Xu ; Bashford, G.R.
Author_Institution :
Dept. of Biol. Syst. Eng., Univ. of Nebraska-Lincoln, Lincoln, NE, USA
Abstract :
An algorithm which measures the lateral component of blood flow velocity was developed in our previous studies based on the increase in speckle size due to relative motion between moving scatterers and spatial rate of scanner A-line acquisition (scan velocity). In this paper, the apparent dominant angle of the speckle pattern in a straight vessel was investigated and a new method of two-dimensional blood flow velocity estimation is introduced. Different scan velocities were used for data acquisition from blood flow traveling at an angle relative to the ultrasound beam. The apparent angle of the speckle pattern changes with different scan velocities due to mis-registration between the ultrasound beam and scatterers. The apparent angle of the speckle pattern was resolved by line-to-line cross-correlation in the fast time (axial) direction on a region-of-interest (ROI) in each blood flow image and used to spatially align the ROI. The resulting lateral speckle size within the aligned ROI was calculated. The lateral component of the blood flow is shown to be closest to the scan velocity which gives the maximum speckle size and the apparent angle of speckle pattern collected by this scan velocity is the best estimate for the actual angle of blood flow. These two components produce two-dimensional blood flow velocity estimations. Blood flow data were collected from a blood flow phantom with a 50° beam-to-flow angle. Nine scan velocities were used to collect data for three different actual velocities. Estimation results for the 2-D velocity magnitude (mean ± std) were 40.2 ± 10.1, 61.8 ± 9.3, and 96.8 ± 12.3 cm/s for actual velocities of 41, 65, and 98 cm/s respectively. Estimation results for the angle (actual 50° for all tests) were 52.7 ± 7.8, 51.6 ± 6.2, and 53.8 ± 5.2°. These results indicate a promising new way to estimate 2-D blood flow velocity.
Keywords :
angular measurement; biomedical ultrasonics; blood flow measurement; data acquisition; image registration; medical image processing; motion compensation; phantoms; speckle; velocity measurement; 2D velocity magnitude; ROI spatially alignment; actual blood flow angle; actual velocity; angle estimation result; axial direction; beam-to-flow angle; blood flow data acquisition; blood flow data collection; blood flow image ROI; blood flow lateral component; blood flow phantom; blood flow velocity lateral component; dominant speckle pattern angle; fast time direction; lateral component measurement algorithm; lateral speckle size calculation; line-to-line cross-correlation; maximum speckle size; misregistration; moving scatterer; region-of-interest; relative motion; scan velocity spatial rate; scanner A-line acquisition spatial rate; speckle pattern angle dependence; speckle size increase; straight vessel; two-dimensional blood flow velocity estimation; ultrasound beam; velocity 41 cm/s; velocity 65 cm/s; velocity 98 cm/s; Blood; Blood flow; Doppler effect; Estimation; Speckle; Ultrasonic imaging; Velocity measurement; 2-D; blood flow measurement; scan velocity; speckle pattern;
Conference_Titel :
Ultrasonics Symposium (IUS), 2012 IEEE International
Conference_Location :
Dresden
Print_ISBN :
978-1-4673-4561-3
DOI :
10.1109/ULTSYM.2012.0078