Review of speckle-tracking algorithms for x-ray phase contrast imaging: low dose applications

TL;DR

This paper reviews various algorithms for near-field x-ray speckle phase imaging, emphasizing their performance in low-dose applications and comparing their advantages and limitations.

Contribution

It provides a comprehensive comparison of existing speckle-tracking algorithms for x-ray phase contrast imaging in low-dose scenarios.

Findings

Different algorithms have varying accuracy and robustness.

Performance depends on experimental conditions and noise levels.

Some algorithms are more suitable for low-dose applications.

Abstract

X-ray speckles have been used for a wide variety of experiments, ranging from imaging (and tomography), wavefront sensing, spatial coherence measurements all the way to x-ray photon correlation spectroscopy (XPCS) and ptychography. In the near-field regime, x-ray speckle-grains preserve shape and size under free-space propagation for a static random modulation of the illumination, which permits using them as wavefront markers. The introduction of an object in the modulated field will lead to a displacement of the speckles due to refraction. Retrieving the local displacements enables access to the gradient of the phase-shift induced by the sample. The numerical process to retrieve the phase information is not trivial and numerous algorithms have been developed in the past decade with various advantages and limitations. This review focuses on near-field x-ray speckle phase imaging in the differential mode as described previously, introducing the existing algorithms with their specifications and comparing their performances under various experimental conditions.