Publications
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Filters: Author is Fred A. Hamprecht [Clear All Filters]
Efficient Automatic 3D-Reconstruction of Branching Neurons from EM Data. CVPR 2012. Proceedings. 1004-1011
Technical Report (1.64 MB)
(2012). 
Einsatz der 1H-MR-spektroskopischen Bildgebung in der Strahlentherapie: Cholin als Marker für die Bestimmung der relativen Wahrscheinlichkeit eines Tumorprogresses nach Bestrahlung glialer Hirntumoren. Zeitung für Röntgenforschung. 178 627-633
(2006). End-to-End Learning of Decision Trees and Forests. International Journal of Computer Vision. 1-15
(2019). On errors-in-variables regression with arbitrary covariance and its application to optical flow estimation. Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on. 1-6
Technical Report (1.58 MB)
(2008). 
Estimating Kinetic Parameter Maps from Dynamic Contrast-Enhanced MRI using Spatial Prior Knowledge. IEEE Transaction on Medical Imaging. 28:10 1534-1547
Technical Report (419.8 KB)
(2009). 
Estimating the Confidence of Peptide Identifications without Decoy Databases. Analytical Chemistry. 4314-4318
Technical Report (619.11 KB)
(2010). 
Fibrillation power: An alternative method of ECG spectral analysis for prediction of countershock success in a porcine model of ventricular fibrillation. Resuscitation. 50 287-296
(2001). Für Anspruchsvolle - Multidimensionale Bildverarbeitung in der Produktion. Qualität und Zuverlässigkeit. 47 1154-1159
(2002). Gaussian process classification: singly versus doubly stochastic models, and new computational schemes. Stochastic Environmental Research & Risk Assessment. 25 (7) 865-879
Technical Report (672.68 KB)
(2011). 
Generalizing the Abbott-Firestone curve by two new surface descriptors. Wear. 262 1360-1371
Technical Report (877.34 KB)
(2007). (1997). 
Graphical Model for Joint Segmentation and Tracking of Multiple Dividing Cell. Bioinformatics. 31 948-956. http://bioinformatics.oxfordjournals.org/content/early/2014/11/17/bioinformatics.btu764.full.pdf?keytype=ref&ijkey=mTXWsiFrci7R8tc
Technical Report (534.29 KB)
(2015). 
Hexicon 2: Automated Processing of Hydrogen-Deuterium Exchange Mass Spectrometry Data with Improved Deuteration Distribution Estimation. Journal of The American Society for Mass Spectrometry. 25 1018-1028
Technical Report (2.1 MB)
(2014). 
How to Extract the Geometry and Topology from Very Large 3D Segmentations. ArXiv e-prints. http://arxiv.org/abs/1009.6215
Technical Report (1.44 MB)
(2010). 
ilastik: interactive machine learning for (bio)image analysis. Nature Methods
(2019). Image-Based Supervision of a Periodically Working Machine. Pattern Analysis and Applications. 1-10
Technical Report (466.61 KB)
(2011). 
Imagining the future of bioimage analysis. Nature Biotechnology. 34 1250-1255
Technical Report (924.57 KB)
(2016). 
Keeping Count: Leveraging Temporal Context to Count Heavily Overlapping Objects. ISBI 2013.Proceedings. 656-659
Technical Report (711.68 KB)
(2013). 
The Lazy Flipper: MAP Inference in Higher-Order Graphical Models by Depth-limited Exhaustive Search. ArXiv e-prints. http://arxiv.org/abs/1009.4102
Technical Report (625.06 KB)
(2010). 
Learning to Count with Regression Forest and Structured Labels. ICPR 2012. Proceedings. 2685-2688
Technical Report (3.66 MB)
(2012). 
Learning to Segment Dense Cell Nuclei with Shape Prior. CVPR 2012. Proceedings. 1012-1018
Technical Report (2.66 MB)
(2012). 
Learning-based Mitotic Cell Detection in Histopathological Images. ICPR 2012. Proceedings. 2306-2309
Technical Report (1.96 MB)
(2012). (2017). 
Method for processing an intensity image of a microscope. Patent, Patent Number: WO2008034721A1
Technical Report (39.81 KB)
(2008). 
MGFp: An Open Mascot Generic Format Parser Library Implementation. Journal of Proteome Research. 9 (5) 27622763
Technical Report (125.18 KB)
(2010). 
Mimicking the human expert: pattern recognition for an automated assessment of data quality in MRSI. Magnetic Resonance in Medicine. 59 1457-1466
Technical Report (1.45 MB)
(2008). 
A molecular dynamics simulation study of the conformational preferences of oligo-(3- hydroxyalcanoic acids) in chloroform solution. Helv. Chim. Acta. 85 618-632
(2002). Multicut brings automated neurite segmentation closer to human performance. Nature Methods. 14 101-102. http://rdcu.be/oVDQ
(2017). Multidimensionale Bildverarbeitung in der Produktion. QZ. 47 1154--1159. http://www.qz-online.de/qz-zeitschrift/archiv/artikel/multidimensionale-bildverarbeitung-in-der-produktion-fuer-anspruchsvolle-338129.html
(2002). Multimodal Medical Image Analysis: from Visualization to Disease Modeling. Zeitschrift für Med. Physik. 1 1-2
Technical Report (481.58 KB)
(2010). 
Multivariate feature selection and hierarchical classification for infrared spectroscopy: serum-based detection of bovine spongiform encephalopathy. Analytical and Bioanalytical Chemistry. 387 1801-1807
Technical Report (283.47 KB)
(2007). 
Near-Optimum Sampling Design and an Efficient Algorithm for Single Tone Frequency Estimation. Digital Signal Processing. 19 628-639
Technical Report (511.23 KB)
(2009). (2017). 
NITPICK: Peak Identification for Mass Spectrometry Data. BMC Bioinformatics. 9 355
Technical Report (643.89 KB)
(2008). 
Nonparametric Smoothing of Height maps using ``Confidence'' values. Optical Engineering. 43 866-871
Technical Report (1.07 MB)
(2004). 