Search Results for author: Dagmar Kainmüller

Found 3 papers, 2 papers with code

Fusion Moves for Graph Matching

1 code implementation ICCV 2021 Lisa Hutschenreiter, Stefan Haller, Lorenz Feineis, Carsten Rother, Dagmar Kainmüller, Bogdan Savchynskyy

We contribute to approximate algorithms for the quadratic assignment problem also known as graph matching.

Graph Matching

Crowd Sourcing Image Segmentation with iaSTAPLE

no code implementations21 Feb 2017 Dmitrij Schlesinger, Florian Jug, Gene Myers, Carsten Rother, Dagmar Kainmüller

In an evaluation on a light microscopy dataset containing more than 5000 membrane labeled epithelial cells of a fly wing, we show that iaSTAPLE outperforms STAPLE in terms of segmentation accuracy as well as in terms of the accuracy of estimated crowd worker performance levels, and is able to correctly segment 99% of all cells when compared to expert segmentations.

Image Segmentation Segmentation +1

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