Further information
Curriculum Vitae
- 2020-present: Professor of Machine Learning, Furtwangen University
- 2017-2020: Development Engineer and Project Manager at ScreenSYS GmbH, Freiburg
- 2016-2017: Postdoctoral researcher at ICUBE, Department: SDC, Data Science and Knowledge, University of Strasbourg, France
- 03-06 2014: Visiting Scholar at the Computational Biology Department, Carnegie Mellon University, Pittsburgh, USA
- 2013-2016: Postdoc at the Freiburg Institute for Advanced Studies, University of Freiburg
- 2006-2012: Doctoral Candidate at the Institute of Computer Science and Institute of Biology I, University of Freiburg
Field of research and / or teaching
Teaching focus
- Machine learning
- Autonomous robots
Research and areas of interest
- Digital image processing and pattern recognition for biology and medicine
- Active learning
- Human-robot interaction
Publications
Temerinac-Ott, Maja
2024 | |||
| Maja Temerinac-Ott | Zukunftssysteme aus dem Schwarzwald | Ein- und Ausblick zu KI-Forschungslaboren und deren Projekte an der Hochschule Furtwangen | 2. Virtual Care Congress VCC24, 11. Juni 2024, St. Georgen, Germany, 2024 | BibTeX | RIS |
2022 | |||
| Maja Temerinac-Ott | KI-Ansätze bei der Entwicklung lernender Roboter – Implementierungsmöglichkeiten und Grenzen | Proceedings 32. Workshop Computational Intelligence, 1. - 2. Dezember 2022, Berlin, pp. 151-162, 2022 | BibTeX | RIS | DOI | URN |
2017 | |||
| Maja Temerinac-Ott, G. Forestier, J. Schmitz, M. Hermsen, J. H. Bräsen, F. Feuerhake, C. Wemmert | Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities | ISPA 2017 : 10th International Symposium on Image and Signal Processing and Analysis, September 18-20, 2017, Ljubljana, Slovenia, pp. 19-24, 2017 | BibTeX | RIS | DOI |
2016 | |||
| Nils Schuergers, Tchern Lenn, Ronald Kampmann, Markus V. Meissner, Tiago Esteves, Maja Temerinac-Ott, Jan G. Korvink, Alan R. Lowe, Conrad W. Mullineaux, Annegret Wilde | Cyanobacteria use micro-optics to sense light direction | eLife, Vol.5.2016, 2016 | BibTeX | RIS | DOI |
2015 | |||
| Maja Temerinac-Ott, Armaghan W. Naik, Robert F. Murphy | Deciding when to stop : efficient experimentation to learn to predict drug-target interactions | BMC Bioinformatics, 16.2015(1), 2015 | BibTeX | RIS | DOI |
2013 | |||
| Margret Keuper, Thorsten Schmidt, Maja Temerinac-Ott, Jan Padeken, Patrick Heun, Olaf Ronneberger, Thomas Brox | Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF) | 2013 IEEE Conference on Computer Vision and Pattern Recognition CVPR 2013, 23-28 June 2013, Portland, Oregon, USA, pp. 2179-2186, 2013 | BibTeX | RIS | DOI |
2012 | |||
| Margret Keuper, Maja Temerinac-Ott, Jan Padeken, Patrick Heun, Thomas Brox, Hans Burkhardt, Olaf Ronneberger | Blind deconvolution with PSF regularization for wide-field microscopy | 2012 9th IEEE International Symposium on Biomedical Imaging : From Nano to Macro, Proceedings, May 2 – 5, 2012, Barcelona, Spain, pp. 1292-1295, 2012 | BibTeX | RIS | DOI |
| Maja Temerinac-Ott, Miodrag Temerinac | Discrete Fourier-Invariant Signals : Design and Application | IEEE Transactions on Signal Processing, 60.2012(3), pp. 1108-1120, 2012 | BibTeX | RIS | DOI |
| Maja Temerinac-Ott, Olaf Ronneberger, Peter Ochs, Wolfgang Driever, Thomas Brox, Hans Burkhardt | Multiview Deblurring for 3-D Images from Light-Sheet-Based Fluorescence Microscopy | IEEE Transactions on Image Processing, 21.2012(4), pp. 1863-1873, 2012 | BibTeX | RIS | DOI |
| Maja Temerinac-Ott | Multiview reconstruction for 3D Images from light sheet based fluorescence microscopy | Doctoral thesis, 2012 | BibTeX | RIS | URN |
2011 | |||
| Maja Temerinac-Ott, Olaf Ronneberger, Peter Ochs, Wolfgang Driever, Thomas Brox, Hans Burkhardt | Multiview Deblurring for 3-D Images from Light Sheet based Fluorescence Microscopy - Supporting Online Material | 2011 | BibTeX | RIS |
| Maja Temerinac-Ott, Olaf Ronneberger, Roland Nitschke, Wolfgang Driever, Hans Burkhardt | Spatially-variant Lucy-Richardson deconvolution for multiview fusion of microscopical 3D images | 2011 8th IEEE International Symposium on Biomedical Imaging : From Nano to Macro; Proceedings, March 30 – April 2, 2011, Chicago, Illinois, USA, pp. 899-904, 2011 | BibTeX | RIS | DOI |
2010 | |||
| Maja Temerinac-Ott, Margret Keuper, Hans Burkhardt | Evaluation of a New Point Clouds Registration Method Based on Group Averaging Features | ICPR 2010 20th International Conference on Pattern Recognition : Proceedings, 23-26 August 2010, Istanbul, Turkey, pp. 2452-2455, 2010 | BibTeX | RIS | DOI |
| Maja Temerinac-Ott | Evaluation of a New Point Clouds Registration Method based on Group Averaging Features | 2010 | BibTeX | RIS |
| Lazaros Mavridis, Vishwesh Venkatraman, David W. Ritchie, Naoto Morikawa, Rumen Andonov, Alex Cornu, Noel Malod-Dognin, Jacques Nicolas, Maja Temerinac-Ott, Marco Reisert, Hans Burkhardt, Apostolos Axenopoulos, Petros Daras | SHREC’10 Track : Protein Model Classification | Eurographics Workshop on 3D Object Retrieval (2010), May 2, 2010, Norrköping, Sweden, 2010 | BibTeX | RIS | DOI |
| Maja Temerinac-Ott | Tile-based Lucy-Richardson Deconvolution Modeling a Spatially-Varying PSF for Fast Multiview Fusion of Microscopical Images | 2010 | BibTeX | RIS |
2009 | |||
| Maja Temerinac-Ott, Hans Burkhardt | Multichannel Image Restoration Based on Optimization of the Structural Similarity Index | Forty-Third Asilomar Conference on Signals, Systems & Computers, November 1-4, 2009, Pacific Grove, California, pp. 812-816, 2009 | BibTeX | RIS | DOI |
2007 | |||
| Maja Temerinac-Ott, Marco Reisert, Hans Burkhardt | Invariant features for searching in protein fold databases | International Journal of Computer Mathematics, 84.2007(5), pp. 635-651, 2007 | BibTeX | RIS | DOI |
| Maja Temerinac-Ott, Marco Reisert, Hans Burkhardt | SHape REtrieval Contest 2007: Protein Retrieval Track | 2007 | BibTeX | RIS |