2 papers
physics.med-ph2026
Deep Reinforcement Learning for Optimizing Angle Selection and Dose Allocation in CT Reconstruction
Tianyuan Wang, Daniël M. Pelt, Felix Lucka +2
Traditional X-ray computed tomography (CT) scanning strategies typically select projection angles uniformly and allocate dose equally. In practice, however, CT scans often need to…
cs.CV2025
Dynamic Angle Selection in X-Ray CT: A Reinforcement Learning Approach to Optimal Stopping
Tianyuan Wang, Felix Lucka, Daniël M. Pelt +2
In industrial X-ray Computed Tomography (CT), the need for rapid in-line inspection is critical. Sparse-angle tomography plays a significant role in this by reducing the required n…