Motion blur invariant for estimating motion parameters of medical ultrasound images

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dc.contributor.authorHonarvar Shakibaei Asli, Barmak
dc.contributor.authorZhao, Yifan
dc.contributor.authorErkoyuncu, John Ahmet
dc.date.accessioned2021-07-15T11:10:11Z
dc.date.available2021-07-15T11:10:11Z
dc.date.issued2021-07-12
dc.description.abstractHigh-quality medical ultrasound imaging is definitely concerning motion blur, while medical image analysis requires motionless and accurate data acquired by sonographers. The main idea of this paper is to establish some motion blur invariant in both frequency and moment domain to estimate the motion parameters of ultrasound images. We propose a discrete model of point spread function of motion blur convolution based on the Dirac delta function to simplify the analysis of motion invariant in frequency and moment domain. This model paves the way for estimating the motion angle and length in terms of the proposed invariant features. In this research, the performance of the proposed schemes is compared with other state-of-the-art existing methods of image deblurring. The experimental study performs using fetal phantom images and clinical fetal ultrasound images as well as breast scans. Moreover, to validate the accuracy of the proposed experimental framework, we apply two image quality assessment methods as no-reference and full-reference to show the robustness of the proposed algorithms compared to the well-known approaches.en_UK
dc.identifier.citationHonarvar Shakibaei Asli B, Zhao Y, Erkoyuncu JA. (2021) Motion blur invariant for estimating motion parameters of medical ultrasound images. Scientific Reports, Volume 11, 2021, Article number 14312en_UK
dc.identifier.issn2045-2322
dc.identifier.urihttps://doi.org/10.1038/s41598-021-93636-4
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/16883
dc.language.isoenen_UK
dc.publisherNature Publishing Groupen_UK
dc.rightsAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectUltrasound Imagingen_UK
dc.titleMotion blur invariant for estimating motion parameters of medical ultrasound imagesen_UK
dc.typeArticleen_UK

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