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Fast Beamforming Method for Plane Wave Compounding Based on Beamspace Adaptive Beamformer and Delay-Multiply-and-Sum
Mahsa Sotoodeh Ziksari1, Babak Mohammadzadeh Asl2
1Department of Biomedical Engineering, Tarbiat Modares University, Tehran, Iran; Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium.
A new adaptive beamforming method improves ultrasound image quality by enhancing both spatial resolution and contrast. This technique overcomes limitations of traditional methods, offering superior performance for high frame rate imaging.
Area of Science:
- Ultrasound imaging
- Medical imaging
- Signal processing
Background:
- Coherent plane wave compounding offers high frame rates but suffers from low image quality due to data-independent reconstruction.
- Adaptive beamformers like Minimum Variance (MV) and Delay-Multiply-and-Sum (DMAS) improve image quality but have limitations.
- MV enhances resolution but is computationally expensive and has minimal contrast impact; DMAS improves contrast but can over-suppress speckle.
Purpose of the Study:
- To develop a novel beamformer integrating MV and DMAS for enhanced spatial resolution and contrast in plane wave imaging.
- To improve the robustness and computational efficiency of adaptive beamforming techniques for ultrasound.
Main Methods:
- A new beamformer combines MV and DMAS, decorrelating echoes before MV weight estimation to enhance robustness without sacrificing resolution.
- MV weights are computed in beamspace using orthogonal beam statistics for faster processing.
- MV weights are applied to the DMAS output from multiple transmissions.
Main Results:
- The proposed method achieves superior contrast resolution without over-suppression.
- The computational complexity of the DMAS component is comparable to conventional Delay-and-Sum (DAS).
- Imaging results demonstrate significant improvements in spatial and contrast resolution compared to traditional compounding and other adaptive methods.
Conclusions:
- The novel adaptive beamforming approach enhances both spatial and contrast resolution in plane wave imaging.
- This method provides a computationally efficient and effective solution for improving ultrasound image quality.
- The technique offers better performance than existing adaptive methods, paving the way for advanced high frame rate imaging.
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