Title :
A robust auto-focusing algorithm for medical ultrasound: consistent phase references from scaled cross-correlation functions
Author :
Silverstein, Seth D.
Author_Institution :
Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
fDate :
6/1/2001 12:00:00 AM
Abstract :
This work features a robust auto-focusing phase aberration correction algorithm for digitally sampled coherent imaging systems such as medical ultrasound. The robust nature is attributed to the establishment of a consistent phase reference relative to which the aberrant channel phases are estimated. The algorithm has its foundation in detailed theoretical analyses of the scattering of ultrasound wave packets in a random scattering medium. Illustrated Monte Carlo simulations exhibit excellent algorithmic performance.
Keywords :
Monte Carlo methods; biomedical ultrasonics; correlation methods; medical image processing; phase estimation; ultrasonic focusing; Monte Carlo simulations; aberrant channel phases estimation; consistent phase references; digitally sampled coherent imaging systems; medical ultrasound; phase aberration correction algorithm; random scattering medium; robust auto-focusing algorithm; scaled cross-correlation functions; ultrasound wave packets scattering; Algorithm design and analysis; Biomedical imaging; Covariance matrix; Phase estimation; Phased arrays; Robustness; Scattering; Signal processing; Signal processing algorithms; Ultrasonic imaging;
Journal_Title :
Signal Processing Letters, IEEE