IEEE Transactions on Medical Imaging · 1998 · 27 citations · 28 references
MedicineBiomedical EngineeringRadiologyDiagnostic ImagingUltrasonographyUltrasoundDiagnostic UltrasonographyImage ReconstructionMedical ImagingThree-dimensional UltrasoundUltrasonicsUltrasound Imaging3D Ultrasound Image ReconstructionParallel ProcessingPulse-echo ImagingReconstruction AlgorithmsThree-dimensional Image ReconstructionThree-dimensional Ultrasound ImagingUltrasonic ImagingUltrasound Image Reconstruction
We have recently presented a new algorithm for high-speed parallel processing of ultrasound pulse-echo data for real-time three-dimensional (3-D) imaging. The approach utilizes a discretized linear model of the echo data received from the region of interest (ROI) using a conventional beam former. The transmitter array elements are fed with binary codes designed to produce distinct impulse responses from different directions in ROI. Image reconstruction in ROI is achieved with a regularized pseudoinverse operator derived from the linear receive signal model. The reconstruction operator can be implemented using a transversal filter bank with every filter in the bank designed to extract echoes from a specific direction in the ROI. The number of filters in the bank determines the number of image lines acquired simultaneously. In this paper, we present images of a cyst phantom reconstructed based on our formulation. A number of issues of practical significance in image reconstruction are addressed. Specifically, an augmented model is introduced to account for imperfect blocking of echoes from outside the ROI. We have also introduced a column-weighting algorithm for minimizing the number of filter coefficients. In addition, a detailed illustration of a full image reconstruction using subimage acquisition and compounding is given. Experimental results have shown that the new approach is valid for phased-array pulse-echo imaging of speckle-generating phantoms typically used in characterizing medical imaging systems. Such coded-excitation-based image reconstruction from speckle-generating phantoms, to the best of our knowledge, have not been reported previously.
28
Optimization by Vector Space Methods
Students Quarterly Journal · 1970 · 6.1K citations
Natural Sciences, Industrial Engineering, Design Optimization +6
Advanced engineering mathematics
Choice Reviews Online · 1998 · 4.1K citations
Natural Sciences, Computational Engineering, Mathematics +17
Pattern Recognition · 1979 · 646 citations