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Fast High Resolution Blood Flow Estimation and Clutter Rejection via an Alternating Optimization Problem (2011.01811v1)
Published 3 Nov 2020 in eess.IV
Abstract: This paper introduces a computationally efficient technique for estimating high-resolution Doppler blood flow from an ultrafast ultrasound image sequence. More precisely, it consists in a new fast alternating minimization algorithm that implements a blind deconvolution method based on robust principal component analysis. Numerical investigation carried out on \textit{in vivo} data shows the efficiency of the proposed approach in comparison with state-of-the-art methods.