Projection image-to-image translation in hybrid X-ray/MR imaging

no code implementations • 11 Apr 2018 • Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katharina Breininger, Katrin Mentl, Jonathan M. Lommen, Arnd Dörfler, Andreas Maier

Our approach is capable of creating X-ray projection images with natural appearance.

Image Enhancement Image-to-Image Translation +1

MR to X-Ray Projection Image Synthesis

no code implementations • 20 Oct 2017 • Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katrin Mentl, Arnd Dörfler, Andreas Maier

The perceptual-loss showed to be able to preserve most of the high-frequency details in the projection images and, thus, is recommended for the underlying task and similar problems.

Image-to-Image Translation Translation