Publications
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3D Segmentation of SBFSEM Images of Neuropil by a Graphical Model over Supervoxel Boundaries. Medical Image Analysis. 16 (2012) 796-805
Technical Report (20.85 MB)
(2012). 
Active Learning for Convenient Annotation and Classification of Secondary Ion Mass Spectrometry Images. Analytical Chemistry. 85 (1) 147-155
Technical Report (2.58 MB)
(2012). 
Active Learning with Distributional Estimates. UAI 2012. Proceedings. 715-725
Technical Report (267.67 KB)
(2012). 
Active machine learning for training an event classification. Patent, Patent Number WO2017032775 A1
(2017). Active Structured Learning for Cell Tracking: Algorithm, Framework and Usability. IEEE Transactions on Medical Imaging. 33 (4) 849-860
Technical Report (6.84 MB)
(2014). 
An adaptive confidence measure for optical flows based on linear subspace projections. Proceedings of the 29th DAGM Symposium on Pattern Recognition. Springer. 4713 132--141
(2007). (2009). amsrpm: Robust Point Matching in Retention Time Alignment of LC/MS Data with R. Journal of Statistical Software. 18 1-12. http://www.jstatsoft.org/v18/i04/paper
(2007). Analysing spatio-temporal patterns of the global NO2-distribution retrieved frome GOME satellite observations using a generalized additive model. Atmospheric Chemistry and Physics. 9 9367-9398
Technical Report (2.52 MB)
(2009). 
Analysis of Single-Molecule Fluorescence Spectroscopic Data with a Markov Modulated Poisson Process. ChemPhysChem. 10:14 2486-2495
(2009). On The Application Of Multiscale Motion Estimation In Intravascular Elastography. University of Heidelberg
(2005). Asymmetric Cuts: Joint Image Labeling and Partitioning. Pattern Recognition - 36th German Conference, {GCPR} 2014, Münster, Germany, September 2-5, 2014, Proceedings. http://dx.doi.org/10.1007/978-3-319-11752-2_16
Technical Report (3.46 MB)
(2014). 
Automated Cell Nucleus Detection for Large-Volume Electron Microscopy of Neural Tissue. ISBI. Proceedings. 69-72
Technical Report (533.92 KB)
(2014). 
Automated detection and analysis of bimodal isotope peak distribution in H/D exchange mass spectrometry using HeXicon. International Journal of Mass Spectrometry. 302 125-131
Technical Report (3.22 MB)
(2010). 
Automated Detection and Segmentation of Synaptic Contacts in Nearly Isotropic Serial Electron Microscopy Images. PLoS ONE. 6 (10)
Technical Report (290.48 KB)
(2011). 
Automated Detection of Synapses in Serial Section Transmission Electron Microscopy Image Stacks. PLoS ONE. 9 2
Technical Report (16.66 MB)
(2014). 
Automated Estimation of Tumor Probability in Prostate MRSI: Pattern Recognition vs. Quantification. Magnetic Resonance in Medicine. 57 150-159
Technical Report (348.05 KB)
(2007). 
Automated Identification of Neuronal Activity from Calcium Imaging by Sparse Dictionary Learning. ISBI 2013. Proceedings. 1058-1061
Technical Report (2.82 MB)
(2013). 
Automated Processing of Zebrafish Imaging Data: A Survey. Zebrafish. 10 (3)
Technical Report (1.73 MB)
(2013). 
Automated Segmentation of Synapses in 3D EM Data. Eighth IEEE International Symposium on Biomedical Imaging (ISBI 2011).
Proceedings. 220-223
(2011). Automated Tracing of Myelinated Axons and Detection of the Nodes of Ranvier in Serial Images of Peripheral Nerves. Journal of Microscopy. 259 (2) 143-154
(2015). Automated vs. manual pattern recognition of 3D 1H MRSI data of patients with prostate cancer. Academic Radiology. 19, 6 675-684
(2012). Automatische Lokalisation von Tumoren in 1H-NMR-spektroskopischen in vivo Aufnahmen. VDI-Berichte. 1883 457-466
Technical Report (221.54 KB)
(2005). 
Automatisierte Klassifikation von Laserschwei\DFprozessen durch Nutzung von 3D Signalverarbeitungs-Algorithmen. Robert Bosch GmbH, Schwieberdingen and IWR, Uni Heidelberg
(2005). Bayesian Estimation of Smooth Parameter Maps for Dynamic Contrast-Enhanced MR Images with Block-ICM. Proc Computer Vision and Pattern Recognition Workshop (Mathematical Methods in Biomedical Image Analysis). IEEE Computer Society. 96-103
Technical Report (232.69 KB)
(2006). 
Bayesian surface estimation for white light interferometry. Optical Engineering. 44 1-9
Technical Report (549.46 KB)
(2005). 
Bayessche Schätzung von Höhenkarten aus der Wei\DF licht-Interferometrie. Oberflächenmesstechnik 2003. 187--196
(2003). Can man still beat the machine? Automated vs. manual pattern recognition of 3D MRSI data of prostate cancer patients. Proceedings of the 16th ISMRM
Technical Report (664.38 KB)
(2006). 
Carving: Scalable Interactive Segmentation of Neural Volume Electron Microscopy Images. MICCAI 2011, Proceedings. Springer. 6891 653-660
Technical Report (1.69 MB)
(2011). 
Cell detection and segmentation using correlation clustering. MICCAI. Proceedings. Springer. 9-16
Technical Report (8.06 MB)
(2014). 
Cell event detection in phase-contrast microscopy sequences from few annotations. MICCAI. Proceedings. Springer. LNCS 9351 316-323
Technical Report (564.69 KB)
(2015). 
Chemical library subset selection algorithms: a unified derivation using spatial statistics. Journal of Chemical Information and Computer Sciences. 42 414-428
(2002). CLARET: a tool for fully automated evaluation of MRSI with pattern recognition methods.. Bildverarbeitung für die Medizin 2006 - Algorithmen, Systeme, Anwendungen. Springer. 51-55. http://www.efmi-wg-mip.net/service/bvm2006
Technical Report (275.25 KB)
(2006). 
Classification. Practical Handbook on Image Processing for Scientific and Technical Applications. CRC Press. 509-519
Technical Report (320.84 KB)
(2004). 
Classification of in vivo magnetic resonance spectra. Classification in ubiquitous challenge: Proceedings of the GfKl 2004. Springer. 362-369
Technical Report (240.1 KB)
(2004). 