Compressed sensing in the far-field of the spatial light modulator in high noise conditions

Kallepalli, Akhil and Innes, John and Padgett, Miles J. (2021) Compressed sensing in the far-field of the spatial light modulator in high noise conditions. Scientific Reports, 11. 17460. ISSN 2045-2322 (https://doi.org/10.1038/s41598-021-97072-2)

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Abstract

Single-pixel imaging techniques as an alternative to focal-plane detector arrays are being widely investigated. The interest in these single-pixel techniques is partly their compatibility with compressed sensing but also their applicability to spectral regions where focal planes arrays are simply not obtainable. Here, we show how a phased-array modulator source can be used to create Hadamard intensity patterns in the far-field, thereby enabling single-pixel imaging. Further, we successfully illustrate an implementation of compressed sensing for image reconstruction in conditions of high noise. In combination, this robust technique could be applied to any spectral region where spatial light phase modulators or phased-array sources are available.

  • Item type:Article
    ID code:88841
    Dates:
    Date
    Event
    31 December 2021
    Published
    31 August 2021
    Published Online
    19 August 2021
    Accepted
    Subjects:Science > Physics > Optics. Light
    Department:UNSPECIFIED
    Depositing user: Pure Administrator
    Date deposited:19 Apr 2024 16:08
    Last modified:26 Apr 2024 01:11
    URI:https://strathprints.strath.ac.uk/id/eprint/88841
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