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20242026
most citedA Realistic Collimated X-Ray Image Simulation Pipeline

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cs.CV2025

From Lines to Shapes: Geometric-Constrained Segmentation of X-Ray Collimators via Hough Transform

Benjamin El-Zein, Dominik Eckert, Andreas Fieselmann +4

Collimation in X-ray imaging restricts exposure to the region-of-interest (ROI) and minimizes the radiation dose applied to the patient. The detection of collimator shadows is an e…