3 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.OH2017★ 1 cited
Computational Anatomy in Theano
Line Kühnel, Stefan Sommer
To model deformation of anatomical shapes, non-linear statistics are required to take into account the non-linear structure of the data space. Computer implementations of non-linea…
cs.CV2017★ 3 cited
Bridge Simulation and Metric Estimation on Landmark Manifolds
Stefan Sommer, Alexis Arnaudon, Line Kuhnel +1
We present an inference algorithm and connected Monte Carlo based estimation procedures for metric estimation from landmark configurations distributed according to the transition d…
cs.CV2016★ 2 cited
Most Likely Separation of Intensity and Warping Effects in Image Registration
Line Kühnel, Stefan Sommer, Akshay Pai +1
This paper introduces a class of mixed-effects models for joint modeling of spatially correlated intensity variation and warping variation in 2D images. Spatially correlated intens…