no code implementations • 26 Aug 2019 • Christoph Jud, Damien Nguyen, Alina Giger, Robin Sandkühler, Miriam Krieger, Tony Lomax, Rares Salomir, Oliver Bieri, Philippe C. Cattin
A recently proposed MR imaging approach copes with motion by observing the motion patterns during the acquisition.
1 code implementation • NeurIPS 2019 • Robin Sandkühler, Simon Andermatt, Grzegorz Bauman, Sylvia Nyilas, Christoph Jud, Philippe C. Cattin
We trained our network on 2D magnetic resonance images of the lung and compared our method to a standard parametric B-spline registration.
3 code implementations • 26 Jun 2018 • Robin Sandkühler, Christoph Jud, Simon Andermatt, Philippe C. Cattin
With the "Autograd Image Registration Laboratory" (AIRLab), we introduce an open laboratory for image registration tasks, where the analytic gradients of the objective function are computed automatically and the device where the computations are performed, on a CPU or a GPU, is transparent.
no code implementations • 23 Mar 2016 • Marcel Lüthi, Christoph Jud, Thomas Gerig, Thomas Vetter
However, while for SSMs the shape variation is restricted to the span of the example data, with GPMMs we can define the shape variation using any Gaussian process.