Moiré artifact reduction in grating interferometry using multiple harmonics and total variation regularization

X-ray interferometry is an emerging imaging modality with a wide variety of potential clinical applications, including lung imaging. A grating interferometer uses a diffraction grating to produce a periodic interference pattern and measures how a patient or sample perturbs the pattern, producing three unique images that highlight X-ray absorption, refraction, and small angle scattering, known as the attenuation, differential-phase, and dark-field images, respectively. Inaccuracies in grating position and multi-harmonic fringes produce Moiré artifacts when assuming the fringe pattern is perfectly sinusoidal and the phase steps are evenly spaced. We have developed an image recovery algorithm that estimates the true phase stepping positions using multiple harmonics and total variation regularization, removing the Moiré artifacts present in the attenuation, differential-phase, and dark-field images. We demonstrate the algorithm's utility for the Talbot-Lau and Modulated Phase Grating Interferometers by imaging multiple samples, including PMMA microspheres and a euthanized mouse.

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Publication Details

Journal
Scientific Reports
Published
2026-04-14
DOI
https://doi.org/10.1038/s41598-026-48167-1
Primary Topic
Optical measurement and interference techniques
Type
article
Field-Weighted Citation Impact
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article

Moiré artifact reduction in grating interferometry using multiple harmonics and total variation regularization

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Scientific Reports
Optical measurement and interference techniques
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Moiré artifact reduction in grating interferometry using multiple harmonics and total variation regularization

Leslie G. Butler, Hunter Meyer, Christopher D. Morrison, Kyungmin Ham, Joyoni Dey, A. Noël, Murtuza S. Taqi, Conner B. Dooley, Varun R. Gala, Victoria L. Fontenot
article en

Abstract

X-ray interferometry is an emerging imaging modality with a wide variety of potential clinical applications, including lung imaging. A grating interferometer uses a diffraction grating to produce a periodic interference pattern and measures how a patient or sample perturbs the pattern, producing three unique images that highlight X-ray absorption, refraction, and small angle scattering, known as the attenuation, differential-phase, and dark-field images, respectively. Inaccuracies in grating position and multi-harmonic fringes produce Moiré artifacts when assuming the fringe pattern is perfectly sinusoidal and the phase steps are evenly spaced. We have developed an image recovery algorithm that estimates the true phase stepping positions using multiple harmonics and total variation regularization, removing the Moiré artifacts present in the attenuation, differential-phase, and dark-field images. We demonstrate the algorithm's utility for the Talbot-Lau and Modulated Phase Grating Interferometers by imaging multiple samples, including PMMA microspheres and a euthanized mouse.

Scientific Reports
Pennington Biomedical Research Center (US), Louisiana State University (US), Advanced Micro Devices (Canada) (CA), University of California, Santa Barbara (US), East Carolina University (US), Advanced Micro Devices (United States) (US)
Openalex Percentile: Top 100%
Optical measurement and interference techniques
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