14 March 2009 Enhancement of compounded ultrasound images using spatial filtering
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Proceedings Volume 7265, Medical Imaging 2009: Ultrasonic Imaging and Signal Processing; 72650Z (2009); doi: 10.1117/12.812925
Event: SPIE Medical Imaging, 2009, Lake Buena Vista (Orlando Area), Florida, United States
Abstract
Compound ultrasound (US) images benefit from reduced speckle noise, at the expense of blurring. The purpose of this work was to evaluate several different methods for reducing the effects of blurring on compounded ultrasound images. We evaluated 3 different approaches: unsharp masking (USM), Gaussian deconvolution (GD), and system measured point-spread-function (PSF) deconvolution (PD). The compounded images are created from summation of approximately 300 B-Mode US images. We applied the different de-blurring methods to these images and examined the images subjectively as well as measured resolution with an autocorrelation metric. Overall, these methods improved resolution by 1.25 (USM), 1.09 (GD), and 1.27 (PD). Unsharp masking was the best trade-off between runtime performance and image quality.
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Jakob Nebeker, Thomas R. Nelson, "Enhancement of compounded ultrasound images using spatial filtering", Proc. SPIE 7265, Medical Imaging 2009: Ultrasonic Imaging and Signal Processing, 72650Z (14 March 2009); doi: 10.1117/12.812925; https://doi.org/10.1117/12.812925
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KEYWORDS
Deconvolution

Ultrasonography

Point spread functions

Image resolution

Breast

Image filtering

Convolution

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