Bernhard X. Kausler

Heidelberg University — Germany

Computer Science · Physical Sciences

8h-index4.1kcitations10works0.02yr avg
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Research Topics

Advanced Neural Network Applications(4), Advanced Image and Video Retrieval Techniques(4), Single-cell and spatial transcriptomics(4), Machine Learning and Data Classification(3), Cell Image Analysis Techniques(3)

Publications10 total

ilastik: interactive machine learning for (bio)image analysis
Nature Methods·2019· 3.4k cited
Time series anomaly detection based on shapelet learning
Computational Statistics·2018· 50 citedOpen Access
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems
International Journal of Computer Vision·2015· 176 citedOpen Access
A Comparative Study of Modern Inference Techniques for Structured\n Discrete Energy Minimization Problems
arXiv (Cornell University)·2014· 1 citedOpen Access
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems
arXiv (Cornell University)·2014· 5 citedOpen Access
Conservation Tracking
2013· 74 cited
Automated Processing of Zebrafish Imaging Data: A Survey
Zebrafish·2013· 82 citedOpen Access
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems
2013· 201 cited
A Discrete Chain Graph Model for 3d+t Cell Tracking with High Misdetection Robustness
Lecture notes in computer science·2012· 41 cited
Deltr: Digital embryo lineage tree reconstructor
2011· 17 cited

Frequent Co-authors

Fred A. Hamprecht(9), Bjoern Andres(5), Martin Schiegg(4), Jörg Hendrik Kappes(4), Christoph Schnörr(4), Sebastian Nowozin(4), Dhruv Batra(4), Sungwoong Kim(4), Jan Lellmann(4), Nikos Komodakis(4), Carsten Rother(4), Thorben Kröger(3), Bogdan Savchynskyy(3), Ullrich Koethe(2), Lars Hufnagel(2), Martin Lindner(2), Joachim Wittbrodt(2), Stuart Berg(1), Dominik Kutra(1), Thorben Kroeger(1)