Publications
2008
- Nonlinear Analysis of Multi-Dimensional Signals
C. S. Garbe, K. Krajsek, P. Pavlov, B. Andres, M. Mühlich, I. Stuke, C. Mota, M. Böhme, M. Haker, T. Schuchert, H. Scharr, T. Aach, E. Barth, R. Mester & B. Jähne; in: Mathematical Methods in Signal Processing and Digital Image Analysis Springer (2008), 231-288
- Sputter Tracking for the Automatic Monitoring of Industrial Laser
Welding Processes
M. Jäger, S. Humbert & F. A. Hamprecht; IEEE Transactions on Industrial Electronics, in press (2008)
- Weakly Supervised Learning of a Classifier for Unusual Event Detection
M. Jäger, C. Knoll & F. A. Hamprecht; IEEE Transactions on Image Processing, in press (2008)
- Analysis of Spectral Data
M. Kichner; University of Heidelberg ; PhD Thesis
- Mimicking the human expert: a pattern recognition approach to score
the data quality in MRSI
B. H. Menze, B. M. Kelm, M. Weber, P. Bachert & F. A. Hamprecht; Magnetic Resonance in Medicine, in press (2008)
- Different Phosphorylation States of the Anaphase Promoting Complex
in Response to Anti-Mitotic Drugs: A Quantitative Proteomic Analysis
J. Steen, H. Steen, A. Georgi, K. Parker, M. Springer, M. Kirchner, F. H. Hamprecht & M. W. Kirschner; Proceedings of the National Academy of Sciences, in press (2008)
2007
- Model Selection in Optical Flow-Based Motion Estimation by Means
of Residual Analysis
B. Andres; University of Heidelberg ; Master Thesis
- Selection of Local Optical Flow Models by Means of Residual Analysis
B. Andres, F. A. Hamprecht & C. S. Garbe; in: Pattern Recognition Springer (2007), 72-81
[ Technical Report ] - Investigation of a 3D Camera
M. Frank; University of Heidelberg ; Master Thesis
- Modern Concepts for Semi-Supervised Learning and Multidimensional
Image Processing
L. Görlitz; University of Heidelberg ; PhD Thesis
- Semi-Supervised Tumor Detection in MRSI With Discriminative Random
Fields
L. Görlitz, B. H. Menze, M.-A. Weber, B. M. Kelm & F. A. Hamprecht; in: Pattern Recognition Springer (2007), 224-233
[ Technical Report ] - Statistical analysis of spatio-temporal patterns in global NOX
satellite data
M. Hayn; University of Heidelberg ; Master Thesis
- Time Series Analysis and Classification with State-Space Models
for Industrial Processes and the Life Sciences
M. Jäger; University of Heidelberg ; PhD Thesis
- Quality Control in Mass Spectrometry
T. König; University of Heidelberg ; Master Thesis
- Evaluation of Vector-Valued Clinical Image Data Using Probabilistic
Graphical Models: Quantification and Pattern Recognition
B. M. Kelm; University of Heidelberg ; PhD Thesis
- Automated Estimation of Tumor Probability in Prostate MRSI: Pattern
Recognition vs. Quantification
B. M. Kelm, B. H. Menze, C. M. Zechmann, K. T. Baudendistel & F. A. Hamprecht; Magnetic Resonance in Medicine (2007) 57, 150-159
[10.1002/mrm.21112 | Technical Report] - amsrpm: Robust Point Matching in Retention Time Alignment of LC/MS
Data with R
M. Kirchner, B. Saussen, H. Steen, J. A. J. Steen & F. A. Hamprecht; Journal of Statistical Software (2007) 18, 1-12
- Pattern Recognition in the Quantitative Analysis of Vector-Valued
Image Data: Diagnostic Systems and Applications
B. Menze; University of Heidelberg ; PhD Thesis
- From eigenspots to fisherspots - latent spaces in the nonlinear
detection of spot patterns in a highly variable background
B. H. Menze, B. M. Kelm & F. A. Hamprecht; in: Advances in data analysis Springer (2007), 255-262
[ Technical Report ] - Virtual Survey on North Mesopotamian Tell Sites by Means of Satellite
Remote Sensing
B. H. Menze, S. Muehl & A. G. Sherratt; in: Broadening Horizons: Multidisciplinary Approaches to Landscape Study Cambridge Scholars Publishing (2007), 5-29
[ Technical Report ] - Multivariate feature selection and hierarchical classification
for infrared spectroscopy: serum-based detection of bovine spongiform
encephalopathy
B. H. Menze, W. Petrich & F. A. Hamprecht; Analytical and Bioanalytical Chemistry (2007) 387, 1801-1807
[10.1007/s00216-006-1070-5 | Technical Report] - Classification of multispectral ASTER imagery in the archaeological
survey for settlement sites of the Near East
B. H. Menze & J. A. Ur; in: 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 (2007)
- An Improved Method for Peak Identification in Proteomic Mass Spectrometry
Data
B. Y. Renard; University of Heidelberg ; Master Thesis
- Retention Time Domain Registration of Liquid Chromatography/Mass
Spectrometry Data
B. Saussen; University of Heidelberg ; Master Thesis
- Generalizing the Abbott-Firestone curve by two new surface descriptors
J. Schmähling & F. A. Hamprecht; Wear (2007) 262, 1360-1371
- Processing of Interferometric Data
S. Trittler; University of Heidelberg ; PhD Thesis
- Pattern Recognition, 29th DAGM Symposium, Heidelberg, Germany,
September 12-14, 2007, Proceedings
in: DAGM-Symposium Springer (2007)
2006
- Spectral Imaging and Applications
M. F. Carlsohn, B. H. Menze, B. M. Kelm, F. A. Hamprecht, A. Kercek, R. Leitner & G. Polder; in: Color image processing CRC Press (2006)
- Data Mining auf multidimensionalen und komplexen Daten in der industriellen
Bildverarbeitung
S. Hader; University of Heidelberg ; PhD Thesis
- Bayesian Estimation of Smooth Parameter Maps for Dynamic Contrast-Enhanced
MR Images with Block-ICM
B. M. Kelm, N. Müller, B. H. Menze & F. A. Hamprecht; in: Proc Computer Vision and Pattern Recognition Workshop (Mathematical Methods in Biomedical Image Analysis) IEEE Computer Society (2006), 96-103
[ Technical Report ] - Estimation of pharmacokinetic parameters using spatial prior knowledge
B. M. Kelm, B. H. Menze, N. Müller & F. A. Hamprecht; in: Proc. of the 23rd Annual Scientific Meeting of the ESMRMB No. 178, EPOS highlights session, Warsaw, Poland (2006)
- CLARET: a tool for fully automated evaluation of MRSI with pattern
recognition methods.
B. M. Kelm, B. H. Menze, T. Neff, C. M. Zechmann & F. A. Hamprecht; in: Bildverarbeitung für die Medizin 2006 - Algorithmen, Systeme, Anwendungen Springer (2006), 51-55
- Combining Generative and Discriminative Methods for Pixel Classification
with Multi-Conditional Learning.
B. M. Kelm, C. Pal & A. McCallum; in: ICPR 2006 (2006), 828-832
[ Technical Report ] - Discontinuity Preserving Filtering of Spectral Images
K. Lerch; University of Heidelberg ; Master Thesis
- Einsatz der 1H-MR-spektroskopischen Bildgebung in der Strahlentherapie:
Cholin als Marker für die Bestimmung der relativen Wahrscheinlichkeit
eines Tumorprogresses nach Bestrahlung glialer Hirntumoren
M. P. Lichy, P. Bachert, F. A. Hamprecht, M.-A. Weber, J. Debus, D. Schulz-Ertner, H.-U. Kauczor & H.-P. Schlemmer; Zeitung für Röntgenforschung (2006) 178, 627-633
- Automated separation of low quality and artifact spectra by pattern
recognition in the processing of MR spectral images
B. H. Menze, B. M. Kelm & F. A. Hamprecht; in: Proceedings of the ISMRM 2006 (2006)
[ Technical Report ] - Machine-based rejection of low quality spectra and estimation of
brain tumor probabilities from magnetic resonance spectroscopic images
B. H. Menze, B. M. Kelm, D. Heck, M. P. Lichy & F. A. Hamprecht; in: Bildverarbeitung für die Medizin (2006), 31-36
- Optimal Classification of Long Echo Time in vivo Magnetic Resonance
Spectra in the Detection of Recurrent Brain Tumor
B. H. Menze, M. P. Lichy, P. Bachert, B. M. Kelm, H. P. Schlemmer & F. A. Hamprecht; NMR in Biomedicine (2006) 19, 599-609
[10.1002/nbm.1041 | Technical Report] - Detection of ancient settlement mounds - Archaeological survey
based on the SRTM terrain model
B. H. Menze, J. A. Ur & A. G. Sherratt; Photgrammetric Engineering & Remote Sensing (2006) 3, 321-327
[ | Technical Report] - Statistical characterization of technical surface microstructure
J. Schmäehling; University of Heidelberg ; PhD Thesis
- A three-dimensional measure of surface roughness based on mathematical
morphology
J. Schmähling, F. A. Hamprecht & D. M. P. Homann; International Journal of Machine Tools and Manufacture (2006) 46 (14), 1764-1769
[10.1016/j.ijmachtools.2005.12.003 | Technical Report] - A QCAR-approach to materials modelling
S. Sieg, B. Stutz, T. Schmidt, F. A. Hamprecht & W. F. Maier; Journal of Molecular Modeling (2006) 12, 611-619
[10.1007/s00894-005-0068-9 | Technical Report] - Discriminatrix: A System for Discovering Microbial Biomarkers
Z. O. Waldon, M. Kirchner, F. Bonowski, F. A. Hamprecht, H. Steen & J. A. J. Jebanathirajah; in: Annual Conference of the American Society for Mass Spectrometry (2006)
- Single tone frequency estimation from very few sampling points
M. Wieler; University of Heidelberg ; Master Thesis
- Can man still beat the machine? Automated vs. manual pattern recognition
of 3D MRSI data of prostate cancer patients
C. Zechmann, B. M. Kelm, P. Zamecnik, U. Ikinger, R. Waldherr, S. Röll, S. Delorme, F. A. Hamprecht & P. Bachert; in: Proceedings of the 16th ISMRM (2006)
2005
- Statistische Karten in der Magnetresonanzspektroskopie
L. Feistner; University of Heidelberg ; Master Thesis
- Bayesian Estimation for White Light Interferometry
M. Hissmann; University of Heidelberg ; PhD Thesis
- Bayesian surface estimation for white light interferometry
M. Hissmann & F. A. Hamprecht; Optical Engineering (2005) 44, 1-9
[10.1117/1.829651 | Technical Report] - Partikel-Verfolgung beim Laserschweißen mit dem Kalman-Filter
S. Humbert; University of Heidelberg ; Master Thesis
- Optimal lattices for sampling
H. R. Künsch, E. Agrell & F. A. Hamprecht; IEEE Transactions on Information Theory (2005) 51, 634-647
- Automatische Lokalisation von Tumoren in 1H-NMR-spektroskopischen
in vivo Aufnahmen
B. M. Kelm, B. H. Menze & F. A. Hamprecht; in: GMA-Kongress 2005, Automation als interdisziplinäre Herausforderung (2005), 457-466
[ Technical Report ] - Optimal processing in the automatic detection and localization
of brain tumors using MRSI
B. H. Menze, B. M. Kelm, M. P. Lichy, P. Bachert, H.-P. Schlemmer & F. A. Hamprecht; in: ISMRM 13th Meeting Proceedings, 7-13 May 2004, Miami, USA Springer (2005)
- Tell Spotting - Surveying Near Eastern Settlement Mounds from Space
B. H. Menze, J. A. Ur & A. G. Sherratt; in: Proceedings of the XXth CIPA International Symposium 2005, Torino, Italy (2005), 217-223
[ Technical Report ] - VOC Dataset Analysis using Random Forests
H. Zhang & F. A. Hamprecht; in: Proceedings of the HPC-Asia05 IEEE Computer Society Press (2005), 603-607
2004
- Two-Stage Classification with Automatic Feature Selection for an
Industrial Application
S. Hader & F. A. Hamprecht; in: Classification, the ubiquitous challenge: Proceedings of GfKl 2004 Springer (2004), 137-144
- Classification
F. A. Hamprecht; in: Practical Handbook on Image Processing for Scientific and Technical Applications CRC Press (2004), 509-519
- Vom Bild zur Information
F. A. Hamprecht & B. Jähne; Ruperto Carola - Forschungsmagazin der Universität Heidelberg (2004) 03.2004, 9-12
- Proximity Graphs for Nonlinear Dimension Reduction
D. Heck; University of Heidelberg ; Master Thesis
- Spatial extensions to self-modeling curve resolution
M. Kirchner; University of Heidelberg ; Master Thesis
- Klassifikation von Magnetresonanzspektren
B. H. Menze; University of Heidelberg ; Master Thesis
- Automated Classification of Magnetic Resonance Spectra for the
Detection of Brain Tumor
B. H. Menze, M. Wormit, P. Bachert, M. Lichy, H.-P. Schlemmer & F. A. Hamprecht; in: 38. DGBMT Jahrestagung Biomedizinische Technik (BMT) (2004), 438-439
- Classification of in vivo magnetic resonance spectra
B. H. Menze, M. Wormit, P. Bachert, M. Lichy, H.-P. Schlemmer & F. A. Hamprecht; in: Classification in ubiquitous challenge: Proceedings of the GfKl 2004 Springer (2004), 362-369
- Nonparametric Smoothing of Height maps using ``Confidence'' values
J. Restle, M. Hissmann & F. A. Hamprecht; Optical Engineering (2004) 43, 866-871
2003
- A new approach for defect detection in X-ray CT images
H. Eisele & F. A. Hamprecht; in: Pattern Recognition Springer (2003), 345-352
- System Concept for Image Sequence Classification in Laser Welding
S. Hader; in: Pattern Recognition Springer (2003), 212-219
- Efficient Density Clustering
S. Hader & F. A. Hamprecht; in: Between Data Science and Applied Data Analysis Springer (2003), 39-48
- Exploring a space of materials: spatial sampling design and subset
selection
F. A. Hamprecht & E. Agrell; in: Experimental Design for Combinatorial and High Throughput Materials Development Wiley (2003)
- Bayessche Schätzung von Höhenkarten aus der Weißlicht-Interferometrie
M. Hissmann & F. A. Hamprecht; in: Oberflächenmesstechnik 2003 (2003), 187-196
- Optimierung der Weißlichtinterferometrie für Applikationen
der industriellen Qualitätskontrolle
J. Restle; University of Heidelberg ; PhD Thesis
2002
- Automated defect detection and evaluation in X-ray CT images
H. Eisele; University of Heidelberg ; PhD Thesis
- A molecular dynamics simulation study of the conformational preferences
of oligo-(3- hydroxyalcanoic acids) in chloroform solution
P. J. Gee, F. A. Hamprecht, L. D. Schuler, W. F. van Gunsteren, E. Duchardt, H. Schwalbe, M. Albert & D. Seebach; Helv. Chim. Acta (2002) 85, 618-632
- Chemical library subset selection algorithms: a unified derivation
using spatial statistics
F. A. Hamprecht, W. Thiel & W. F. van Gunsteren; Journal of Chemical Information and Computer Sciences (2002) 42, 414-428
- Für Anspruchsvolle - Multidimensionale Bildverarbeitung in
der Produktion
B. Jähne, M. Brocke, H. Eisele, S. Hader, F. A. Hamprecht, W. Happold, F. Raisch & J. Restle; Qualität und Zuverlässigkeit (2002) 47, 1154-1159
2001
- An alternative method of ECG spectral analysis for prediction of
countershock success in a porcine model of ventricular fibrillation
F. A. Hamprecht, U. Achleitner, A. C. Krismer, K. H. Lindner, V. Wenzel, H.-U. Strohmenger, W. Thiel & W. F. van Gunsteren; Resuscitation (2001) 50, 287-296
- Preliminary results on the prediction of countershock success with
fibrillation power
F. A. Hamprecht, D. Jost, M. Rüttimann, F. Calamai & J. J. Kowalski; Resuscitation (2001) 50, 297-299
- A strategy for analysis of (molecular) equilibrium simulations:
configuration space density estimation, clustering and visualization
F. A. Hamprecht, C. Peter, X. Daura, W. Thiel & W. F. van Gunsteren; Journal of Chemical Physics (2001) 114, 2079-2089
1998
- Theoretical Investigation of NMR Chemical Shifts and Reactivities
of Oxovanadium (V) Compounds
M. Bühl & F. A. Hamprecht; Journal of Computational Chemistry (1998) 19, 113-122
- Development and assessment of new exchange-correlation functionals
F. A. Hamprecht, A. J. Cohen, D. J. Tozer & N. C. Handy; Journal of Chemical Physics (1998) 109, 6264-6271
- Threedimensional Quantitative Similarity-Activity Relationships
(3DQSiAR) from SEAL Similarity Matrices
H. Kubinyi, F. A. Hamprecht & T. Mietzner; Journal of Medicinal Chemistry (1998) 41, 2553-2564
1997
- Generation of pseudo-native protein structures for threading
F. A. Hamprecht, W. R. P. Scott & W. F. van Gunsteren; Proteins (1997) 28, 522-529
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