All Publications

2008
Jäger, M, Humbert, S and Hamprecht, F A (2008). Sputter Tracking for the Automatic Monitoring of Industrial Laser Welding Processes. IEEE Transactions on Industrial Electronics. 55 2177-2184 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (1.83 MB)
Jäger, M, Knoll, C and Hamprecht, F A (2008). Weakly Supervised Learning of a Classifier for Unusual Event Detection. IEEE Transactions on Image Processing. 17 1700-1708 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (295.32 KB)
König, T, Menze, B H, Kirchner, M, Monigatti, F, Parker, K C, Patterson, T, Steen, J J, Hamprecht, F A and Steen, H (2008). Robust Prediction of the MASCOT Score for an Improved Quality Assessment in Mass Spectrometric Proteomics. Journal of Proteome Research. 7 3708-3717 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (1.16 MB)
Kirchner, M (2008). Analysis of Spectral Data. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Menze, B H, Kelm, B Michael, Weber, M - A, Bachert, P and Hamprecht, F A (2008). Mimicking the human expert: pattern recognition for an automated assessment of data quality in MRSI. Magnetic Resonance in Medicine. 59 1457-1466 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (1.45 MB)
Rapp, H, Frank, M, Hamprecht, F A and Jähne, B (2008). A Theoretical and Experimental Investigation of the Systematic Errors and Statistical Uncertainties of Time-of-Flight Cameras. Int. J. Intelligent Systems Technologies and Applications. 5 402-413 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (798.23 KB)
Renard, B Y, Kirchner, M, Steen, H, Steen, J A J and Hamprecht, F A (2008). NITPICK: Peak Identification for Mass Spectrometry Data. BMC Bioinformatics. 9 355 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (643.89 KB)
Sauer, P (2008). Pattern Recognition On Statistically Textured Surfaces. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Steen, J A J, Steen, H, Georgi, A, Parker, K C, Springer, M, Kirchner, M, Hamprecht, F A and Kirschner, M W (2008). Different Phosphorylation States of the Anaphase Promoting Complex in Response to Anti-Mitotic Drugs: A Quantitative Proteomic Analysis. Proceedings of the National Academy of Sciences. 105 6069-6074 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (173.02 KB)
Voss, B (2008). Alignment And Retention Time Correction Of Lc-Ms Data In Proteomics. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Staudacher, M, Hamprecht, F A and Görlitz, L (2008). Method for processing an intensity image of a microscope. Patent, Patent Number: WO2008034721A1 Google Scholar BibTeX RTF EndNote XML Technical Report (39.81 KB)
Köthe, (2008). Reliable Low-Level Image Analysis. Habilitation thesis. Department Informatik, University of Hamburg, Hamburg Google Scholar BibTeX RTF EndNote XML Technical Report (12.44 MB)

2007
Andres, B (2007). Model Selection In Optical Flow-Based Motion Estimation By Means Of Residual Analysis. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Andres, B, Hamprecht, F A and Garbe, C S (2007). Selection of Local Optical Flow Models by Means of Residual Analysis. Pattern Recognition. Springer. 4713 72-81 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (229.64 KB)
Frank, M (2007). Investigation Of A 3D Camera. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Görlitz, (2007). Modern Concepts for Semi-Supervised Learning and Multidimensional Image Processing. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Görlitz, L, Menze, B H, Weber, M - A and Kelm, B Michael (2007). Semi-Supervised Tumor Detection in MRSI With Discriminative Random Fields. Pattern Recognition. Springer. 4713 224-233 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (872.46 KB)
Görlitz, L, Singh, M and Schützbach, P (2007). Schnelle 3D-Vermessung von Partikeln in Rasterelektronenmiskroskopen mit Hilfe eines Rücksteuerdetektors Google Scholar BibTeX RTF EndNote XML
Hayn, M (2007). Statistical Analysis Of Spatio-Temporal Patterns In Global Nox Satellite Data. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Jäger, (2007). Time Series Analysis and Classification with State-Space Models for Industrial Processes and the Life Sciences. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
König, (2007). Quality Control In Mass Spectrometry. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Kelm, B Michael (2007). Evaluation of Vector-Valued Clinical Image Data Using Probabilistic Graphical Models: Quantification and Pattern Recognition. University of Heidelberg Google Scholar BibTeX RTF EndNote XML Technical Report (4.89 MB)
Kelm, B Michael, Menze, B H, Zechmann, C M, Baudendistel, K T and Hamprecht, F A (2007). Automated Estimation of Tumor Probability in Prostate MRSI: Pattern Recognition vs. Quantification. Magnetic Resonance in Medicine. 57 150-159 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (348.05 KB)
Kirchner, M, Saussen, B, Steen, H, Steen, J A J and Hamprecht, F A (2007). 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 Google Scholar BibTeX RTF EndNote XML
Menze, B H (2007). Pattern Recognition in the Quantitative Analysis of Vector-Valued Image Data: Diagnostic Systems and Applications. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Menze, B H, Kelm, B Michael and Hamprecht, F A (2007). 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 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (248.87 KB)
Menze, B H, Muehl, S and Sherratt, A G (2007). Virtual Survey on North Mesopotamian Tell Sites by Means of Satellite Remote Sensing. Broadening Horizons: Multidisciplinary Approaches to Landscape Study. Cambridge Scholars Publishing. 5-29 Google Scholar BibTeX RTF EndNote XML Technical Report (1.2 MB)
Menze, B H, Petrich, W and Hamprecht, F A (2007). Multivariate feature selection and hierarchical classification for infrared spectroscopy: serum-based detection of bovine spongiform encephalopathy. Analytical and Bioanalytical Chemistry. 387 1801-1807 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (283.47 KB)
Menze, B H and Ur, J A (2007). Classification of multispectral ASTER imagery in the archaeological survey for settlement sites of the Near East. Proc 10th International Symposium on Physical Measurements and Signature in Remote Sensing (ISPMRS 07), Davos, Switzerland. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Google Scholar BibTeX RTF EndNote XML Technical Report (920.71 KB)
Renard, B Y (2007). An Improved Method For Peak Identification In Proteomic Mass Spectrometry Data. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Saussen, B (2007). Retention Time Domain Registration Of Liquid Chromatography/Mass Spectrometry Data. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Schmähling, J and Hamprecht, F A (2007). Generalizing the Abbott-Firestone curve by two new surface descriptors. Wear. 262 1360-1371 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (877.34 KB)
Trittler, S (2007). Processing of Interferometric Data. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Weber, C, Zechmann, C M, Kelm, B Michael, Zamecnik, R, Hendricks, D, Waldherr, R, Hamprecht, F A, Delorme, S, Bachert, P and Ikinger, U (2007). Comparison of correctness of manuel and automatic evaluation of MR-spectrum with prostrate cancer. Der Urologe. 46 1252 DOI Google Scholar BibTeX RTF EndNote XML
(2007). Pattern Recognition, 29Th Dagm Symposium, Heidelberg, Germany, September 12-14, 2007, Proceedings. Springer DOI Google Scholar BibTeX RTF EndNote XML

2006
Carlsohn, M F, Menze, B H, Kelm, B Michael, Hamprecht, F A, Kercek, A, Leitner, R and Polder, G (2006). Color image processing. CRC Press. 7(17) 393-419 Google Scholar BibTeX RTF EndNote XML
Hader, S (2006). Data Mining auf multidimensionalen und komplexen Daten in der industriellen Bildverarbeitung. University of Heidelberg Google Scholar BibTeX RTF EndNote XML
Kelm, B Michael, Müller, N, Menze, B H and Hamprecht, F A (2006). 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 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (232.69 KB)
Kelm, B Michael, Menze, B H, Neff, T, Zechmann, C M and Hamprecht, F A (2006). 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 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (275.25 KB)
Kelm, B Michael, Pal, C and McCallum, A (2006). Combining Generative and Discriminative Methods for Pixel Classification with Multi-Conditional Learning.. ICPR 2006. 2 828-832 DOI Google Scholar BibTeX RTF EndNote XML Technical Report (114.99 KB)

All Publications

2008

2007

2006

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