Publications
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Filters: Author is Fred A. Hamprecht [Clear All Filters]
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). 
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problem. CVPR
Technical Report (1.35 MB)
(2013). 
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems. CVPR 2013. Proceedings
Technical Report (1.35 MB)
(2013). (2013). 
Correlative in vivo 2 photon and focused ion beam scanning electron microscopy of cortical neurons. PloS one. 8 (2)
Technical Report (2.13 MB)
(2013). 
Keeping Count: Leveraging Temporal Context to Count Heavily Overlapping Objects. ISBI 2013.Proceedings. 656-659
Technical Report (711.68 KB)
(2013). 
K-smallest Spanning Tree Segmentations. German Conference on Pattern Recognition (DAGM/GCPR). Proceedings. Springer. 375-384
Technical Report (1.18 MB)
(2013). 
Learning Multi-Level Sparse Representation. NIPS. Proceedings. http://papers.nips.cc/paper/5076-learning-multi-level-sparse-representations
Technical Report (2.79 MB)
(2013). 
Learning Multi-Level Sparse Representation for Identifying Neuronal Activity. Signal Processing with Adaptive Sparse Structured Representations Workshop (SPARS). Book of Abstracts
Technical Report (1.05 MB)
(2013). 
Learning to Segment Neurons with Non-local Quality Measures. MICCAI 2013. Proceedings, part II. Springer. 8150 419-427
Technical Report (2.87 MB)
(2013). 
Weakly supervised learning of image partitioning using decision trees with structured split criteria. ICCV 2013. Proceedings. 1849-1856
Technical Report (5.97 MB)
(2013). 
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). 
Automated vs. manual pattern recognition of 3D 1H MRSI data of patients with prostate cancer. Academic Radiology. 19, 6 675-684
(2012). A Discrete Chain Graph Model for 3d+t Cell Tracking with High Misdetection Robustness. ECCV 2012. Proceedings. 7574 144-157
Technical Report (809.07 KB)
(2012). 
Efficient Automatic 3D-Reconstruction of Branching Neurons from EM Data. CVPR 2012. Proceedings. 1004-1011
Technical Report (1.64 MB)
(2012). 
Globally Optimal Closed-Surface Segmentation for Connectomics. ECCV 2012. Proceedings, Part 3. 778-791
Technical Report (2.72 MB)
(2012). 
The Lazy Flipper: Efficient Depth-limited Exhaustive Search in Discrete Graphical Models. ECCV 2012
Technical Report (532.64 KB)
(2012). 
The Lazy Flipper: Efficient Depth-Limited Exhaustive Search in Discrete Graphical Models. Computer Vision - {ECCV} 2012 - 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VII}. http://dx.doi.org/10.1007/978-3-642-33786-4_12
Technical Report (446.28 KB)
(2012). 
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). (2012). 
Overcoming species boundaries in peptide identification with BICEPS. Molecular and Cellular Proteomics. 11
Technical Report (444.6 KB)
(2012). 
Quality Classification of Microscopic Imagery with Weakly Supervised Learning. MICCAI-MLMI. Proceedings. 176-183
Technical Report (4.15 MB)
(2012). 
Seeded watershed cut uncertainty estimators for guided interactive segmentation. CVPR 2012. Proceedings. 765 - 772
Technical Report (2.84 MB)
(2012). 
Structured Learning from Partial Annotations. ICML 2012. Proceedings. http://icml.cc/discuss/2012/753.html
Technical Report (843.45 KB)
(2012). 
You Are Who Knows You: Predicting Links Between Non-Members of Facebook. European Conference on Complex Systems. Proceedings. 3 309-315
Technical Report (1.92 MB)
(2012). 
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 Segmentation of Synapses in 3D EM Data. Eighth IEEE International Symposium on Biomedical Imaging (ISBI 2011).
Proceedings. 220-223
(2011). Carving: Scalable Interactive Segmentation of Neural Volume Electron Microscopy Images. MICCAI 2011, Proceedings. Springer. 6891 653-660
Technical Report (1.69 MB)
(2011). 
Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations. LNCS. Springer, Heidelberg. LNCS 6533 74-85
Technical Report (544.56 KB)
(2011). 
DELTR: Digital Embryo Lineage Tree Reconstructor. Eighth IEEE International Symposium on Biomedical Imaging (ISBI). Proceedings. 1557-1560
Technical Report (1.44 MB)
(2011). 