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| Firstname: | | Sebastian |
| Lastname: | | Hegenbart |
| Born: | | 13.12.1982 |
| Room No: | | 1.13 |
| Telephone: | | --- |
| Mail: | | shegen@cosy.sbg.ac.at |
| Homepage: | | www.cosy.sbg.ac.at/ |
Sebastian Hegenbart
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About Me:
I am a PhD student in the wavelab group. I am currently working on methods for
the automated classification of celiac disease using endoscopic imagery.
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Research Interests:
- Medical image classification
- Texture classification
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Publications:
Journal Articles
- [Vecsei11a
] A. Vécsei, G. Amann, S. Hegenbart, M. Liedlgruber, A. Uhl, "Automated Marsh-like Classification of Celiac Disease in Children using an Optimized Local Texture Operator", Computers in Biology and Medicine 41:6, pp. 313-325, June 2011
Conference Papers
- [Hegenbart12a] Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei, "On the Implicit Handling of Varying Distances and Gastrointestinal Regions in Endoscopic Video Sequences with Indication for Celiac Disease", In Proceedings of the IEEE International Symposium on Computer-Based Medical Systems (CBMS'12), jun 2012, to appear
- [Hegenbart11a] Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei, "Impact of Histogram Subset Selection on Classification using Multiscale LBP", In Proceedings of Bildverarbeitung für die Medizin 2011 (BVM'11), pp. 359-363, Lübeck, Germany, March 2011
- [Hegenbart11b
] Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei, "Systematic Assessment of Performance Prediction Techniques in Medical Image Classification - A Case Study on Celiac Disease", In Proceedings of the 22nd International Conference on Information Processing in Medical Imaging (IPMI'11), pp. 498-508, Monastery Irsee, Germany, Springer LNCS, 6801, July 2011
- [Haefner11b
] M. Häfner, S. Hegenbart, M. Liedlgruber, A. Uhl, A. Vécsei, F. Wrba, "Optimized selection of weak methods for the classification of endoscopic images using an ensemble classifier", In Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis (ISPA'11), pp. 721-726, Dubrovnik, Croatia, Sep. 2011
- [Hegenbart11c
] S. Hegenbart, A. Uhl, A. Vécsei, "Impact of Endoscopic Image Degradations on LBP based Features using One-Class SVM for Classification of Celiac Disease", In Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis (ISPA'11), pp. 715-720, Dubrovnik, Croatia, Sep. 2011
- [Hegenbart09a
] S. Hegenbart, R. Kwitt, M. Liedlgruber, A. Uhl, A. Vécsei, "Impact of Duodenal Image Capturing Techniques and Duodenal Regions on the Performance of Automated Diagnosis of Celiac Disease", In Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis (ISPA '09), pp. 718-723, Salzburg, Austria, September 16 - 18, 2009
- [Entacher08a] K. Entacher, S. Hegenbart, J. Kerschbaumer, C. Lenz, D. Planitzer, M. Seidel, A. Uhl, R. Weiglmaier, "Pith Detection on CT-Cross-Section Images of Logs: An Experimental Comparison", In Proceedings of the 3rd International Symposium on Communications, Control and Signal Processing (ISCCSP '08), pp. 478-483, IEEE Press, 2008
Theses
- [Hegenbart10a
] Sebastian Hegenbart, "Automated Marsh-like Classification of Celiac Disease in Endoscopic Images using Local Texture Operators based on Local Binary Patterns", Master thesis, Department of Computer Sciences, University of Salzburg, Austria, jul 2010
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