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Compressed single pixel imaging in the spatial frequency domain.

Mohammad Torabzadeh1, Il-Yong Park2, Randy A Bartels3

  • 1Beckman Laser Institute, Laser Microbeam and Medical Program, Irvine, California, United StatesbUniversity of California, Department of Biomedical Engineering, Irvine, California, United States.

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Summary
This summary is machine-generated.

Compressed sensing single pixel spatial frequency domain imaging (cs-SFDI) enables wide-field quantitative imaging of tissue optical properties. This method accurately recovers absorption and scattering coefficients across multiple near-infrared wavelengths.

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Area of Science:

  • Biomedical Optics
  • Medical Imaging
  • Photonics

Background:

  • Spatial Frequency Domain Imaging (SFDI) is crucial for non-invasively characterizing tissue optical properties.
  • Traditional SFDI methods often require complex camera systems and can be limited in spectral acquisition speed.
  • Developing faster, more efficient methods for quantitative tissue optics is essential for clinical applications.

Purpose of the Study:

  • To introduce and validate a novel compressed sensing single pixel spatial frequency domain imaging (cs-SFDI) technique.
  • To demonstrate the capability of cs-SFDI for simultaneous multi-wavelength near-infrared (NIR) imaging.
  • To assess the accuracy of cs-SFDI in quantifying tissue optical properties.

Main Methods:

  • Development of a compressed sensing approach utilizing a single-element detector for spectral encoding.
  • Application of cs-SFDI to a tissue phantom over a 35 mm × 35 mm field of view.
  • Simultaneous acquisition of data at three NIR wavelengths (660, 850, and 940 nm).
  • Comparison of cs-SFDI results with established camera-based SFDI measurements.

Main Results:

  • cs-SFDI successfully recovered absorption (μa) and reduced scattering (μs') coefficients.
  • Accuracy within 7.6% for absorption and 4.3% for reduced scattering compared to camera-based SFDI.
  • Demonstrated feasibility for wide-field imaging at clinically relevant NIR wavelengths.

Conclusions:

  • cs-SFDI offers a promising alternative for quantitative tissue optical property characterization.
  • The technique supports multi- and hyperspectral imaging capabilities.
  • Potential for dynamic imaging of tissue optical and physiological properties.