Fast Marching based Tissue Adaptive Delay Estimation for Aberration Corrected Delay and Sum Beamforming in Ultrasound Imaging
Conventional ultrasound (US) imaging employs the delay and sum (DAS) receive beamforming with dynamic receive focus for image reconstruction due to its simplicity and robustness. However, the DAS beamforming follows a geometrical method of delay estimation with a spatially constant speed-of-sound (S...
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Zusammenfassung: | Conventional ultrasound (US) imaging employs the delay and sum (DAS) receive
beamforming with dynamic receive focus for image reconstruction due to its
simplicity and robustness. However, the DAS beamforming follows a geometrical
method of delay estimation with a spatially constant speed-of-sound (SoS) of
1540 m/s throughout the medium irrespective of the tissue in-homogeneity. This
approximation leads to errors in delay estimations that accumulate with depth
and degrades the resolution, contrast and overall accuracy of the US image. In
this work, we propose a fast marching based DAS for focused transmissions which
leverages the approximate SoS map to estimate the refraction corrected
propagation delays for each pixel in the medium. The proposed approach is
validated qualitatively and quantitatively for imaging depths of upto ~ 11 cm
through simulations, where fat layer induced aberration is employed to alter
the SoS in the medium. To the best of authors' knowledge, this is the first
work considering the effect of SoS on image quality for deeper imaging. |
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DOI: | 10.48550/arxiv.2304.03614 |