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Research Interests
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- invariant/robust features
- 3D object retrieval
- 2D/3D biomedical image analysis
- machine learning: fast SVMs and MRFs
- 2D/3D texture analysis
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Projects/Software
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- under construction -
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Publications
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- Recent publications:
- Fehr, J., Streicher, A., Burkhardt, H., "A Bag of Features Approach for 3D Shape Retrieval", G. Bebis et al. (Eds.): ISVC 2009, Part I, LNCS 5875, pp. 34-43, 2009.
- Fehr, J., Reisert, M., Burkhardt, H., "Cross-Correlation and Rotation Estimation of Local 3D Vector Field Patches", G. Bebis et al. (Eds.): ISVC 2009, Part I, LNCS 5875, pp. 287-296, 2009.
- Fehr, J. "Local invariant Features for 3D Image Analysis", Dissertation, 2009.
- Fehr, J. & Burkhardt, H. "3D Rotational Invariant Local Binary Patterns", Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008) Tampa, Florida, USA.
- Fehr, J., Reisert, M. & Burkhardt, H. "Fast and Accurate Rotation Estimation on the 2-Sphere without Correspondences", Computer Vision -- ECCV 2008, LNCS 5303.
- Kurz, H., Fehr, J., Nitschke, R. & Burkhardt, H. "Pericytes in the mature chorioallantoic membrane capillary plexus contain desmin and alpha-smooth muscle actin: relevance for non-sprouting angiogenesis", Journal of Histochemistry and Cell Biology, 2008
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Teaching
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- SommerCampus2009
- WS 2009/10
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Open Master- and Bachelor Thesis, Student Projects and Internships
for students in Computer Science, Physics or Mathematics.
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- [Master|Diplom]
| Robust Local Features: estimating light fields in outdoor scenes | [pdf] |
- [Master|Diplom]
| Local Features for 3D Shape Retrieval | [pdf] |
- [Master|Diplom]
| Object Recognition with Multi Kernel Support Vector Machines | [pdf] |
- [Bachelor|Master|Diplom]
| Object Recognition in Time of Flight Depth Images | [pdf] |
- additional topics possible ... just ask :-)
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Ongoing Master- and Bachelor Thesis, Student Projects and Internships
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- Johannes Vogel [Bachelor]
| Industrial inspection: Robust reconstruction and measurement of geometric primitives in high resolution depth images. |
In cooperation with  |
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Awards
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(with K. Petersen and H. Burkhardt) for our paper "Fast General Belief Propagation for MAP estimation on 2D and 3D grid-like Markov Random Fields"
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- Landeslehrpreis Baden-Würtemberg 2006
( state teaching award, 40.000 EUR) for our summer school project [+]SommerCampus
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(with O. Ronneberger and H. Burkhardt) for our paper "Voxel-Wise Gray Scale Invariants for Simultaneous Segmentation and Classification"
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Curriculum Vitae
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- 02/2009 - present: PostDoc at HCI Heidelberg, financed by the Hans L. Merkle Foundation for Excellence in Science and Research
- 01/2007 - 04/2007: Visiting Researcher at Infotech Oulu, Finnland
- 01/2005 - 02/2009: Research Assistant (PhD Student) at LMB Freiburg (Prof. H. Burkhardt)
- 10/1999 - 12/2004: studies in computer science (Dipl. Inf.) at the University of Freiburg
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