Regularized Capon Beamformer Using ℓ1-Norm Applied to Photoacoustic Imaging

Roya Paridar, Moein Mozaffarzadeh, Maryam Basij, Mohammad Mehrmohammadi, Mahdi Orooji

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    Abstract

    Delay-and-Sum (DAS), as a non-adaptive beamforming method, is one of the most common algorithms used in Photoacoustic imaging due to its simple implementation. The results obtained from this algorithm suffer from low resolution and high sidelobes. The adaptive Minimum variance (MV) method improves the image quality compared to DAS in terms of resolution and contrast. In this paper, it is proposed to add a ℓ1-norm regularization term to the conventional MV minimization problem and create a new sparse beamforming method, named Modified-Sparse-Mv (ms-Mv)algorithm. In fact, the sparsity of the output is forced to the beampattern by adding this new sparse added term, which results in more noise reduction and sidelobe suppression compared to MV. The minimization problem is convex, and therefore, it can be solved using an iterative algorithm. The results show that the proposed MS-MV method improves the signal-to-noise-ratio for about 5.36 dB and 6.44 dB compared to DAS and MV, respectively, for the designed wire phantom.

    Original languageEnglish
    Title of host publication2018 IEEE International Ultrasonics Symposium, IUS 2018
    EditorsKen-ya Hashimoto , Clemens Ruppel
    PublisherIEEE
    Volume2018-October
    ISBN (Electronic)978-153863425-7
    DOIs
    Publication statusPublished - 2018
    Event2018 IEEE International Ultrasonics Symposium, IUS 2018 - Portopia Hotel, Kobe, Japan
    Duration: 22 Oct 201825 Oct 2018

    Conference

    Conference2018 IEEE International Ultrasonics Symposium, IUS 2018
    Abbreviated titleIUS 2018
    CountryJapan
    CityKobe
    Period22/10/1825/10/18

    Bibliographical note

    Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

    Keywords

    • -norm regularization
    • beamforming
    • minimum variance
    • Photoacoustic imaging

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