Stefan Posch

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 11

Top Venues

University of Erlangen-Nuremberg, Germany (PHD)

Education History

University of Erlangen-Nuremberg, Germany

PHD

Publications

Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C. Geiger
Approximating Families of Sharp Solutions to Fisher's Equation with Physics-Informed Neural Networks. CoRR (2024)
Stefan Posch, Clemens Gößnitzer, Franz M. Rohrhofer, Bernhard C. Geiger, Andreas Wimmer
Finding the Optimum Design of Large Gas Engines Prechambers Using CFD and Bayesian Optimization. CoRR (2023)
Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, José M. García-Oliver, Bernhard C. Geiger
Bringing Chemistry to Scale: Loss Weight Adjustment for Multivariate Regression in Deep Learning of Thermochemical Processes. CoRR (2023)
Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C. Geiger
Data vs. Physics: The Apparent Pareto Front of Physics-Informed Neural Networks. IEEE Access 11 (2023)
Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C. Geiger
On the Role of Fixed Points of Dynamical Systems in Training Physics-Informed Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C. Geiger
Understanding the Difficulty of Training Physics-Informed Neural Networks on Dynamical Systems. CoRR (2022)
Achilles Kefalas, Andreas B. Ofner, Gerhard Pirker, Stefan Posch, Bernhard C. Geiger, Andreas Wimmer
Estimation of Combustion Parameters from Engine Vibrations Based on Discrete Wavelet Transform and Gradient Boosting. Sensors 22 (11) (2022)
Andreas B. Ofner, Achilles Kefalas, Stefan Posch, Bernhard C. Geiger
Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach. CoRR (2022)
Birgit Möller, Berit Schreck, Stefan Posch
Analysis of Arabidopsis Root Images - Studies on CNNs and Skeleton-Based Root Topology. ICCVW (2021)
Franz M. Rohrhofer, Stefan Posch, Bernhard C. Geiger
On the Pareto Front of Physics-Informed Neural Networks. CoRR (2021)
Christoph Ruttkies, Steffen Neumann, Stefan Posch
Improving MetFrag with statistical learning of fragment annotations. BMC Bioinform. 20 (1) (2019)
Martin Nettling, Hendrik Treutler, Jan Grau, Jens Keilwagen, Stefan Posch, Ivo Grosse
DiffLogo: a comparative visualization of sequence motifs. BMC Bioinform. 16 (2015)
Jan Grau, Stefan Posch, Ivo Grosse, Jens Keilwagen
A general approach for discriminative de novo motif discovery from high-throughput data. GCB (2014)
Jan Grau, Annett Wolf, Maik Reschke, Ulla Bonas, Stefan Posch, Jens Boch
Computational Predictions Provide Insights into the Biology of TAL Effector Target Sites. PLoS Comput. Biol. 9 (3) (2013)
Birgit Möller, Stefan Posch
A Framework Unifying the Development of Image Analysis Algorithms and Associated User Interfaces. MVA (2013)
Jan Grau, Jens Boch, Stefan Posch
TALENoffer: genome-wide TALEN off-target prediction. Bioinform. 29 (22) (2013)
Jan Grau, Jens Keilwagen, André Gohr, Ivan A. Paponov, Stefan Posch, Michael Seifert, Marc Strickert, Ivo Grosse
Dispom: a Discriminative de-novo Motif Discovery Tool Based on the Jstacs Library. J. Bioinform. Comput. Biol. 11 (1) (2013)
Armagan Elibol, Stefan Posch, Andreas Maurer, Klaus Pillen, Birgit Möller
Vision-Based 3D-Reconstruction of Barley Plants. IbPRIA (2013)
Markus Glaß, Birgit Möller, Anne Zirkel, Kristin Wächter, Stefan Hüttelmaier, Stefan Posch
Cell migration analysis: Segmenting scratch assay images with level sets and support vector machines. Pattern Recognit. 45 (9) (2012)
Jan Grau, Jens Keilwagen, André Gohr, Berit Haldemann, Stefan Posch, Ivo Grosse
Jstacs: A Java Framework for Statistical Analysis and Classification of Biological Sequences. J. Mach. Learn. Res. 13 (2012)
Oliver Greß, Stefan Posch
Parametric Data Association Prior for Multi-target Tracking based on Rao-Blackwellized Monte Carlo Data Association. VISAPP (2) (2012)
Birgit Möller, Stefan Posch
Comparing active contours for the segmentation of biomedical images. ISBI (2012)
Oliver Greß, Stefan Posch
Trajectory retrieval from Monte Carlo data association samples for tracking in fluorescence microscopy images. ISBI (2012)
Oliver Greß, Stefan Posch
Model Dependency of RBMCDA for Tracking Multiple Targets in Fluorescence Microscopy. Bildverarbeitung für die Medizin (2012)
Jens Keilwagen, Jan Grau, Ivan A. Paponov, Stefan Posch, Marc Strickert, Ivo Grosse
De-Novo Discovery of Differentially Abundant Transcription Factor Binding Sites Including Their Positional Preference. PLoS Comput. Biol. 7 (2) (2011)
Markus Glaß, Birgit Möller, Anne Zirkel, Kristin Wächter, Stefan Hüttelmaier, Stefan Posch
Scratch Assay Analysis with Topology-Preserving Level Sets and Texture Measures. IbPRIA (2011)
Birgit Möller, Oliver Greß, Stefan Posch
Knowing What Happened - Automatic Documentation of Image Analysis Processes. ICVS (2011)
Birgit Möller, Oliver Greß, Nadine Stöhr, Stefan Hüttelmaier, Stefan Posch
Adaptive Segmentation of Cells and Particles in Fluorescent Microscope Images. VISAPP (2) (2010)
Jan Grau, Daniel Arend, Ivo Grosse, Artemis G. Hatzigeorgiou, Jens Keilwagen, Manolis Maragkakis, Claus Weinholdt, Stefan Posch
Predicting miRNA targets utilizing an Extended Profile HMM. GCB (2010)
Jens Keilwagen, Jan Grau, Stefan Posch, Marc Strickert, Ivo Grosse
Unifying generative and discriminative learning principles. BMC Bioinform. 11 (2010)
Oliver Greß, Birgit Möller, Nadine Stöhr, Stefan Hüttelmaier, Stefan Posch
Scale-adaptive Wavelet-based Particle Detection in Microscopy Images. Bildverarbeitung für die Medizin (2010)
Jens Keilwagen, Jan Grau, Stefan Posch, Ivo Grosse
Apples and oranges: avoiding different priors in Bayesian DNA sequence analysis. BMC Bioinform. 11 (2010)
Birgit Möller, Oliver Greß, Nadine Stöhr, Stefan Hüttelmaier, Stefan Posch
Adaptive Segmentation of Particles and Cells for Fluorescent Microscope Imaging. VISIGRAPP (Selected Papers) (2010)
Birgit Möller, Nadine Stöhr, Stefan Hüttelmaier, Stefan Posch
Cascaded Segmentation of Grained Cell Tissue with Active Contour Models. ICPR (2010)
Danny Misiak, Stefan Posch, Nadine Stöhr, Stefan Hüttelmaier, Birgit Möller
Automatic analysis of flourescence labeled neurites in microscope images. WACV (2009)
Jörg Wensch, Alf Gerisch, Stefan Posch
Optimised coupling of hierarchies in image registration. Image Vis. Comput. 26 (7) (2008)
Birgit Möller, Oliver Gress, Stefan Posch
A Comparative Study of Robust Feature Detectors for 2D Electrophoresis Gel Image Registration. German Conference on Bioinformatics (2008)
Alexander Hinneburg, Ralf Klinkenberg, Ingo Mierswa, Stefan Posch, Steffen Neumann
Workshop on Knowledge Discovery, Data Mining, and Machine Learning and Workshop on Bioinformatics. LWA (2007)
Stefan Posch, Jan Grau, André Gohr, Irad E. Ben-Gal, Alexander E. Kel, Ivo Grosse
Recognition of cis-Regulatory Elements with Vombat. J. Bioinform. Comput. Biol. 5 (2b) (2007)
Birgit Möller, Rafael García, Stefan Posch
Towards objective quality assessment of image registration results. VISAPP (1) (2007)
Jens Keilwagen, Jan Grau, Stefan Posch, Ivo Grosse
Recognition of splice sites using maximum conditional likelihood. LWA (2007)
Birgit Möller, Stefan Posch
Identifying Lens Distortions in Image Registration by Learning from Examples. BMVC (2007)
Jan Grau, Jens Keilwagen, Ivo Grosse, Stefan Posch
On the relevance of model orders to discriminative learning of Markov models. LWA (2007)
Jan Grau, Jens Keilwagen, Alexander E. Kel, Ivo Grosse, Stefan Posch
Supervised Posteriors for DNA-motif Classification. German Conference on Bioinformatics (2007)
Jan Grau, Irad E. Ben-Gal, Stefan Posch, Ivo Grosse
VOMBAT: prediction of transcription factor binding sites using variable order Bayesian trees. Nucleic Acids Res. 34 (Web-Server-Issue) (2006)
Lennart Opitz, Alexander Schliep, Stefan Posch
Joint Analysis of In-situ Hybridization and Gene Expression Data. GfKl (2006)
Birgit Möller, Stefan Posch
A space- and time-efficient mosaic-based iconic memory for interactive systems. VISAPP (1) (2006)
Birgit Möller, Stefan Posch, Axel Haasch, Jannik Fritsch, Gerhard Sagerer
Interactive object learning for robot companions using mosaic images. IROS (2005)
Irad E. Ben-Gal, Ayala Shani, André Gohr, Jan Grau, S. Arviv, Armin Shmilovici, Stefan Posch, Ivo Grosse
Identification of transcription factor binding sites with variable-order Bayesian networks. Bioinform. 21 (11) (2005)
Gregor Erz, Stefan Posch
A Region Based Seed Detection for Root Detection in Minirhizotron Images. DAGM-Symposium (2003)
Birgit Möller, Denis Williams, Stefan Posch
Robust Image Sequence Mosaicing. DAGM-Symposium (2003)
Denis Williams, Birgit Möller, Stefan Posch
Integrated System for a Visual Memory Based on Mosaics. CISST (2003)
Jörg Weitzenberg, Stefan Posch, Manfred Rost
Analysis of Amperometric Biosensor Curves Using Hidden-Markov-Modells. DAGM-Symposium (2002)
Birgit Möller, Stefan Posch
Analysis of Object Interactions in Dynamic Scenes. DAGM-Symposium (2002)
Birgit Möller, Stefan Posch
Detection and Tracking of Moving Objects for Mosaic Image Generation. DAGM-Symposium (2001)
Denis Williams, Stefan Posch
Stereozuordnung von hierarchischen Konturgruppen mit Markov Random Fields. DAGM-Symposium (2000)
Daniel Schlüter, Sven Wachsmuth, Gerhard Sagerer, Stefan Posch
Towards an Integrated Framework for Contour-Based Grouping and Object Recognition Using Markov Random Fields. ICIP (2000)
Jörg Weitzenberg, Stefan Posch, Manfred Rost
Diskrete Hidden Markov Modelle zur Analyse von Meßkurven amperometrischer Biosensoren. DAGM-Symposium (2000)
Daniel Schlüter, Franz Kummert, Gerhard Sagerer, Stefan Posch
Integration of Regions and Contours for Object Recognition. ICPR (2000)
Steffen Neumann, Stefan Posch, Gerhard Sagerer
Towards Evaluation of Docking Hypotheses using elastic Matching. German Conference on Bioinformatics (1999)
Daniel Schlüter, Stefan Posch
Combining Contour and Region Information for Perceptual Grouping. DAGM-Symposium (1998)
Friedrich Ackermann, Grit Herrmann, Stefan Posch, Gerhard Sagerer
Estimation and filtering of potential protein-protein docking positions. Bioinform. 14 (2) (1998)
Grit Herrmann, Franz Kummert, Stefan Posch, Gerhard Sagerer
Bewertungsmaße für ein wissensbasiertes System zur makromolekularen Erkennung. DAGM-Symposium (1997)
A. Mabbmann, Stefan Posch, Gerhard Sagerer, Daniel Schlüter
Using Markov Random Fields for Contour-Based Grouping. ICIP (2) (1997)
Thorsten Bomberg, Stefan Posch
Regionensegmentierung von Farbbildfolgen. DAGM-Symposium (1997)
Grit Herrmann, A. Möller, Stefan Posch
Statistical Segmentation of Molecular Surfaces. German Conference on Bioinformatics (1996)
R. Biermann, Friedrich Ackermann, Stefan Posch
Robustness of Geometrical Shape Descriptors for Molecular Surfaces. German Conference on Bioinformatics (1996)
Friedrich Ackermann, Grit Herrmann, Stefan Posch, Gerhard Sagerer
Evaluierung eines Protein-Dockingsystems durch Leave-One-Out-Test. DAGM-Symposium (1996)
Anke Maßmann, Stefan Posch, Daniel Schlüter
Perzeptives Gruppieren von Ko- und Kurvilinearitäten mittels Markov Random Fields. DAGM-Symposium (1996)
Christoph Schillo, Grit Herrmann, Friedrich Ackermann, Stefan Posch, Gerhard Sagerer
Statistical classification and segmentation of biomolecular surfaces. ICIP (3) (1995)
M. Jankowski, Siegmar-Walter Breckle, Stefan Posch, Gerhard Sagerer, Maik Veste
Automatische Detektion von Wurzelsystemen in Minirhizotron-Bildern. DAGM-Symposium (1995)
Gudrun Socher, Torsten Merz, Stefan Posch
3-D Reconstruction and Camera Calibration from Images with Known Objects. BMVC (1995)
Friedrich Ackermann, Grit Herrmann, Franz Kummert, Stefan Posch, Gerhard Sagerer, Dietmar Schomburg
Protein Docking: Combining Symbolic Descriptions of Molecular Surfaces and Grid-Based Scoring Functions. ISMB (1995)
Anke Maßmann, Stefan Posch
Bereiche Perzeptiver Aufmerksamkeit für konturbasierte Gruppierungen. DAGM-Symposium (1995)
R. Meier, Friedrich Ackermann, Grit Herrmann, Stefan Posch, Gerhard Sagerer
Segmentation of molecular surfaces based on their convex hull. ICIP (3) (1995)
Gudrun Socher, Torsten Merz, Stefan Posch
Ellipsenbasierte 3-D Rekonstruktion. DAGM-Symposium (1995)
Franz Kummert, Enno Littmann, A. Meyering, Stefan Posch, Helge J. Ritter, Gerhard Sagerer
A Hybrid Approach to Signal Interpretation Using Neuronal and Semantic Networks. DAGM-Symposium (1993)
Thomas Fuhr, Franz Kummert, Stefan Posch, Gerhard Sagerer
An Approach for Qualitatively Predicting Relations from Relations. SCAI (1993)
Stefan Posch
Stereozuordnung mit geraden Liniensegmenten und Polygonen. DAGM-Symposium (1992)
Stefan Posch
Detecting skewed symmetries. ICPR (3) (1992)
Stefan Posch
Parallel Implementierung eines hierarchischen linienbasierten Stereoverfahrens. DAGM-Symposium (1990)
Heinrich Niemann, Astrid Brietzmann, Ute Ehrlich, Stefan Posch, Peter Regel, Gerhard Sagerer, Richard Salzbrunn, Ernst Günter Schukat-Talamazzini
A Knowledge Based speech Understanding System. Int. J. Pattern Recognit. Artif. Intell. 2 (2) (1988)
Stefan Posch
Hierarchische linienbasierte Tiefenbestimmung in einem Stereobild. GWAI (1988)
Astrid Brietzmann, Stefan Posch
Suchstrategien zur syntaktischen Analyse in der automatischen Spracherkennung. DAGM-Symposium (1986)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Posch