20 citations · 21 across the 2 of their papers we have counts for
5 papers
Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C.Elegans
Christoph Karg, Sebastian Stricker, Lisa Hutschenreiter +2
In this work we present a novel approach for unsupervised multi-graph matching, which applies to problems for which a Gaussian distribution of keypoint features can be assumed. We…
Optimizing Incomplete, Large-Scale and Sparse Multi-Graph Matching in Bioimaging
Max Kahl, Sebastian Stricker, Lisa Hutschenreiter +3
Multi-graph matching is a fundamental problem in computer vision. Our work is motivated by a challenging application in bioimaging, where dozens or even hundreds of 3D microscopy i…
Fusion Moves for Graph Matching
Lisa Hutschenreiter, Stefan Haller, Lorenz Feineis +3
We contribute to approximate algorithms for the quadratic assignment problem also known as graph matching. Inspired by the success of the fusion moves technique developed for multi…
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment
Stefan Haller, Mangal Prakash, Lisa Hutschenreiter +5
We propose a fast approximate solver for the combinatorial problem known as tracking-by-assignment, which we apply to cell tracking. The latter plays a key role in discovery in man…
Parametric Markov Chains: PCTL Complexity and Fraction-free Gaussian Elimination
Lisa Hutschenreiter, Christel Baier, Joachim Klein
Parametric Markov chains have been introduced as a model for families of stochastic systems that rely on the same graph structure, but differ in the concrete transition probabiliti…