2 papers
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…
cs.CV2025
An Interpretable X-ray Style Transfer via Trainable Local Laplacian Filter
Dominik Eckert, Ludwig Ritschl, Christopher Syben +5
Radiologists have preferred visual impressions or 'styles' of X-ray images that are manually adjusted to their needs to support their diagnostic performance. In this work, we propo…