Title :
A deconvolution filter for improvement of time-delay estimation in elastography
Author :
Alam, S. Kaisar ; Ophir, Jonathan ; Céspedes, Ignacio ; Varghese, Tomy
Author_Institution :
Riverside Res. Inst., New York, NY, USA
Abstract :
In elastography, tissue under investigation is compressed, and the resulting strain is estimated from the gradient of displacement estimates. Therefore, it is important to accurately estimate the displacements (time-delay) for good quality elastograms. A principal source of error in time-delay estimation in elastography is the decorrelation of the echo signal due to tissue compression (decorrelation noise). Temporal stretching of the postcompression signals has been shown to reduce the decorrelation noise at small strains. In this article, we present a deconvolution filter that reduces the decorrelation even further when applied in conjunction with signal stretching. The performance of the proposed filter is evaluated using simulated data.
Keywords :
acoustic convolution; acoustic filters; biological tissues; biomechanics; biomedical ultrasonics; deconvolution; decorrelation; delay estimation; echo; medical signal processing; US imaging; compressive strain; deconvolution filter; decorrelation noise; displacement measurement; echo signal; elastography; signal stretching; time delay estimation; tissue; Capacitive sensors; Deconvolution; Decorrelation; Elasticity; Estimation error; Filters; Noise reduction; Scattering; Signal to noise ratio; Ultrasonic imaging;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on