12 citations · 17 across the 3 of their papers we have counts for
4 papers
Deformable Groupwise Image Registration using Low-Rank and Sparse Decomposition
Roland Haase, Stefan Heldmann, Jan Lellmann
Low-rank and sparse decompositions and robust PCA (RPCA) are highly successful techniques in image processing and have recently found use in groupwise image registration. In this p…
Variational Registration of Multiple Images with the SVD based SqN Distance Measure
Kai Brehmer, Hari Om Aggrawal, Stefan Heldmann +1
Image registration, especially the quantification of image similarity, is an important task in image processing. Various approaches for the comparison of two images are discussed i…
Robust, fast and accurate: a 3-step method for automatic histological image registration
Johannes Lotz, Nick Weiss, Stefan Heldmann
We present a 3-step registration pipeline for differently stained histological serial sections that consists of 1) a robust pre-alignment, 2) a parametric registration computed on…
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking
Alessa Hering, Sven Kuckertz, Stefan Heldmann +1
While deep learning has achieved significant advances in accuracy for medical image segmentation, its benefits for deformable image registration have so far remained limited to red…