Publications
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Author [ Title
Filters: Author is Fred A. Hamprecht [Clear All Filters]
An Empirical Comparison of Inference Algorithms for Graphical Models
with Higher Order Factors Using OpenGM. Pattern Recognition, Proc.~32th DAGM Symposium. 353-362
(2010). An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM. Pattern Recognition, Proc.~32th DAGM Symposium
Technical Report (218.43 KB)
(2010). 
Empowering multiple instance histopathology cancer diagnosis by cell graphs. MICCAI. Proceedings. Springer. 8674 228-235
Technical Report (1.76 MB)
(2014). 
End-to-End Learned Random Walker for Seeded Image Segmentation. CVPR. Proceedings. 12559-12568
(2019). End-to-End Learning of Decision Trees and Forests. International Journal of Computer Vision. 1-15
(2019). End-to-end Learning of Deterministic Decision Trees. German Conference on Pattern Recognition. Proceedings. Springer. LNCS 11269 612-627
Technical Report (1.4 MB)
(2018). 
On errors-in-variables regression with arbitrary covariance and its application to optical flow estimation. IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008. IEEE. 1--6
(2008). 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). 
Essentially No Barriers in Neural Network Energy Landscape. ICML. Proceedings. 80 1308--1317
Technical Report (685.93 KB)
(2018). 
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). 
Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures. MICCAI. Proceedings. Springer. 154-161
Paper (2 MB)
(2014). 
Event Detection by Feature Unpredictability in Phase-Contrast Videos of Cell Cultures. Medical Image Computing and Computer-Assisted Intervention. Springer. 154--161
Technical Report (2 MB)
(2014). 
Exploring a space of materials: spatial sampling design and subset selection. Experimental Design for Combinatorial and High Throughput Materials Development. Wiley
Technical Report (2.28 MB)
(2003). 
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). Fluid flow estimation through integration of physical flow configurations. Proceedings of the 29th DAGM Symposium on Pattern Recognition. Springer. 92--101
(2007). A framework for interactive visualization and classification of dynamical processes at the water surface. 16th International Workshop on Vision, Modelling and Visualization. Eurographics Association, Germany. 199--206
(2011). A Framework for Interactive Visualization and Classification of Dynamical Processes at the Water Surface. 16th International Workshop on Vision, Modelling and Visualization. Eurographics Association, Germany. 199-206
Technical Report (4.67 MB)
(2011). 
From eigenspots to fisherspots -- latent spaces in the nonlinear detection of spot patterns in a highly variable background. Advances in data analysis. Springer. 33 255-262
Technical Report (248.87 KB)
(2007). 
Für Anspruchsvolle - Multidimensionale Bildverarbeitung in der Produktion. Qualität und Zuverlässigkeit. 47 1154-1159
(2002). (2015). 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). 
Gaussian process density counting from weak supervision. ECCV. Proceedings. Springer. LNCS 9905 365-380
Technical Report (1.71 MB)
(2016). 
A Generalized Successive Shortest Paths Solver for Tracking Dividing Targets. ECCV. Proceedings. Springer. LNCS 9911 566-582
Technical Report (1.18 MB)
(2016). 
Generalizing the Abbott-Firestone curve by two new surface descriptors. Wear. 262 1360-1371
Technical Report (877.34 KB)
(2007). (1997). 
Geometric Analysis of 3D Electron Microscopy Data. Proceedings of Workshop on Discrete Geometry and Mathematical Morphology (WADGMM). 22-26
Technical Report (1.43 MB)
(2010). 
Globally Optimal Closed-Surface Segmentation for Connectomics. ECCV 2012. Proceedings, Part 3. 778-791
Technical Report (2.72 MB)
(2012). (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). (2010). 
ilastik for Multi-modal Brain Tumor Segmentation. MICCAI BraTS (Brain Tumor Segmentation) Challenge. Proceedings, 3rdplace. 12-17
Technical Report (405.91 KB)
(2014). 
ilastik: Interactive Learning and Segmentation Toolkit. Eighth IEEE International Symposium on Biomedical Imaging (ISBI 2011).Proceedings. 230-233
(2011). 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). 