Optimization of Compound Weights in Ultrafast Ultrasound Imaging: An Experimental Study

Diverging wave imaging (DWI) is an ultrafast ultrasound technique that offers high frame rates and a large field of-view, but it suffers from reduced image quality compared to conventional methods. In this study, a multi-objective optimization framework employing genetic algorithms was proposed to compute compound transmit weights to enhance image resolution and contrast. The experimental validation of a tissue-mimicking phantom acquired using a Verasonics ultrasound scanner with a C5-2 convex array probe demonstrates significant improvements in lateral resolution and contrast ratio when optimized weights are applied, relative to uniform compounding.

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Published
2025-09-15
DOI
https://doi.org/10.1109/ius62464.2025.11201824
Primary Topic
Flow Measurement and Analysis
Type
article
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article

Optimization of Compound Weights in Ultrafast Ultrasound Imaging: An Experimental Study

Daniele D. Caviglia, Zahraa Alzein
Flow Measurement and Analysis
article

Optimization of Compound Weights in Ultrafast Ultrasound Imaging: An Experimental Study

Daniele D. Caviglia, Zahraa Alzein
article en

Abstract

Diverging wave imaging (DWI) is an ultrafast ultrasound technique that offers high frame rates and a large field of-view, but it suffers from reduced image quality compared to conventional methods. In this study, a multi-objective optimization framework employing genetic algorithms was proposed to compute compound transmit weights to enhance image resolution and contrast. The experimental validation of a tissue-mimicking phantom acquired using a Verasonics ultrasound scanner with a C5-2 convex array probe demonstrates significant improvements in lateral resolution and contrast ratio when optimized weights are applied, relative to uniform compounding.

University of Genoa (IT)
Openalex Percentile: Top 65%
Flow Measurement and Analysis
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