vix.ing · top · new · best · stats · spec

Fast reconstruction of tensor tomographic X-ray scattering data for real-time applications

2026/06/03 by André M. Antunes, André Mesquita Antunes, Daniël M. Pelt +3
Physics and Astronomy · Materials Science · Engineering · #Advanced X-ray Imaging Techniques #Radiation Shielding Materials Analysis #Microwave Imaging and Scattering Analysis

paper · pdf · doi:10.1364/oe.597352

Abstract

X-ray scattering tensor tomography reveals nanoscale structural orientation in 3D, but its reliance on slow iterative reconstruction limits real-time use. We introduce an extension of a direct reconstruction approach for parallel-beam geometries that computes algebraic filters approximating multiple iterative updates with a single filtering and back-projection step. By explicitly separating the tomographic projector from a view-dependent mixing operator, the method generalizes across tensor representations and modes of (small-angle) X-ray scattering measurement. Simulated and experimental results show that the approach approximates iterative reconstructions while reducing computation time by over an order of magnitude, realizing a reconstruction of a 53x53x53x28 tensor volume in 1 second on commercially-available hardware. The resulting speed and stability enable high-throughput analysis and open the door to real-time scattering-based imaging.

Related