| Dr.-Ing. | ||
Sebastian Groß
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| Research Scientist | ||
| Institute of Imaging & Computer Vision RWTH Aachen Sommerfeldstrasse 24 52074 Aachen Germany |
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| Room: | 24C-212 | |
| Tel: | +49 (241) 80 – 27862 | |
| Fax: | +49 (241) 80 – 22200 | |
| Email: | lfb@lfb.rwth-aachen.de | |
Biography
Sebastian Groß was born in 1978. He studied electrical engineering with a focus on information and communication technology at RWTH Aachen University. He completed his industrial internship at Philips Medical Systems GmbH, Böblingen. His diploma thesis dealt with the ‘Development and implementation of a modular software framework for the processing of endoscopic video data under hard real-time conditions’.
Since his graduation he has been working as a research assistant and PhD student at the Chair of Image Processing, RWTH Aachen University. His research interests are medical image processing, texture recognition and computer vision.
Sebastian Groß wurde 1978 geboren. Er studierte Elektrotechnik mit dem Schwerpunkt Informations- und Kommunikationstechnik an der RWTH Aachen. Sein Industriepraktikum absolvierte er bei Philips Medical Systems GmbH, Böblingen. Seine Diplomarbeit beschäftigte sich mit der ‘Entwicklung und Implementierung eines modularen Softwareframeworks zur Verabeitung von endoskopischen Videodaten unter harten Echtzeitbedingungen’.
Seit seiner Graduierung arbeitet er als wissenschaftlicher Mitarbeiter und Doktorand am Lehrstuhl für Bildverarbeitung, RWTH Aachen. Seine Forschungsinteressen sind medizinsche Bildverarbeitung, Texturerkennung und Computer Vision.
Book Publications
Journal Publications
2011
Sebastian Gross, Christian Trautwein, Alexander Behrens, Ron Winograd, Stefan Palm, Holger Lutz, Ramin Schirin-Sokhan, Hartmut Hecker, Til Aach, Jens J. W. Tischendorf
Computer-Based Classification of Small Colorectal Polyps Using Narrow-Band Imaging with Optical Magnification
In: Gastrointestinal Endoscopy XX (YY)
Computer-Based Classification of Small Colorectal Polyps Using Narrow-Band Imaging with Optical Magnification
In: Gastrointestinal Endoscopy XX (YY)
2011
Behrens, Alexander, Guski, Martin, Stehle, Thomas, Gross, Sebastian, Aach, Til
A non-linear multi-scale blending algorithm for fluorescence bladder images
In: Computer Science - Research and Development 26
A non-linear multi-scale blending algorithm for fluorescence bladder images
In: Computer Science - Research and Development 26
2011
Behrens, Alexander, Bommes, Michael, Stehle, Thomas, Gross, Sebastian, Leonhardt, Steffen, Aach, Til
Real-time image composition of bladder mosaics in fluorescence endoscopy
In: Computer Science - Research and Development 26
Real-time image composition of bladder mosaics in fluorescence endoscopy
In: Computer Science - Research and Development 26
2010
Tischendorf, Jens J., Gross, Sebastian, Winograd, Ron, Hecker, Hartmut, Auer, Roland, Behrens, Alexander, Trautwein, Christian, Aach, Til, Stehle, Thomas
Computer-Aided Classification of Colorectal Polyps Based on Vascular Patterns: A Pilot Study
In: Endoscopy 42 (3)
Computer-Aided Classification of Colorectal Polyps Based on Vascular Patterns: A Pilot Study
In: Endoscopy 42 (3)
2007
Weiss, E., Hiertz, G., Xu, B., Hischke, S., Walke, B. and Gross, S.
Improving routing performance in wireless ad hoc networks using cross-layer interactions
In: Ad Hoc Networks, In Press 5 (5)
Improving routing performance in wireless ad hoc networks using cross-layer interactions
In: Ad Hoc Networks, In Press 5 (5)
Conference Publications
2014
Gross, S., Kim, M., Schlosser, J., Lluch, D., Mohtadi, C. and Schneider, D.
Fostering computational thinking in engineering education: Challenges, examples, and best practices
In: Global Engineering Education Conference (EDUCON), 2014 IEEE
Fostering computational thinking in engineering education: Challenges, examples, and best practices
In: Global Engineering Education Conference (EDUCON), 2014 IEEE
Dorian Schneider, Tilo van Ekeris, Joschka zur Jacobsmühlen and Sebastian Gross
On Benchmarking Non-Blind Deconvolution Algorithms: A Sample Driven Comparison of Image De-blurring Methods for Automated Visual Inspection Systems
In: Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International X
On Benchmarking Non-Blind Deconvolution Algorithms: A Sample Driven Comparison of Image De-blurring Methods for Automated Visual Inspection Systems
In: Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International X
2012
Morariu, Cosmin Adrian, Gross, Sebastian, Pauli, Josef and Aach, Til
Geodesische Aktive Konturen zur Lokalisierung von Polypen in der optischen Koloskopie
In: Tagungsband der 11. Jahrestagung der Deutschen Gesellschaft für Computer und Roboterassistierte Chirurgie
Geodesische Aktive Konturen zur Lokalisierung von Polypen in der optischen Koloskopie
In: Tagungsband der 11. Jahrestagung der Deutschen Gesellschaft für Computer und Roboterassistierte Chirurgie
2012
Gross, Sebastian, Klein, Monika, Behrens, Alexander, Aach,Til
Segmentierung von Blutgefäßen in retinalen Fundusbildern
In: Bildverarbeitung für die Medizin (BVM)
Segmentierung von Blutgefäßen in retinalen Fundusbildern
In: Bildverarbeitung für die Medizin (BVM)
2011
Gross, Sebastian, Palm, Stephan, Behrens, Alexander, Tischendorf, Jens J. W., Trautwein, Christian, Aach, Til
Segmentierung von Blutgefässstrukturen in koloskopischen NBI-Bilddaten
In: Bildverarbeitung für die Medizin (BVM)
Segmentierung von Blutgefässstrukturen in koloskopischen NBI-Bilddaten
In: Bildverarbeitung für die Medizin (BVM)
2010
Thomas Stehle, Jonas Wulff, Alexander Behrens, Sebastian Gross, Til Aach
Modellbasierte Echtzeit-Bewegungsschätzung in der Fluoreszenzendoskopie
In: Bildverarbeitung für die Medizin (BVM)
Modellbasierte Echtzeit-Bewegungsschätzung in der Fluoreszenzendoskopie
In: Bildverarbeitung für die Medizin (BVM)
2009
Gross, Sebastian, Behrens, Alexander, Stehle, Thomas
Rapid Development of Video Processing Algorithms with RealTimeFrame
In: Biomedica
Rapid Development of Video Processing Algorithms with RealTimeFrame
In: Biomedica
2009
Behrens, A., Stehle, T., Gross, S. and Aach, T.
Local and global panoramic imaging for fluorescence bladder endoscopy
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Local and global panoramic imaging for fluorescence bladder endoscopy
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2007
Sebastian Gross, Thomas Stehle, Alexander Behrens, Til Aach
RealTimeFrame - a Real Time Image Processing Solution for Medical Environments
In: DGBMT-Jahrestagung Biomedizinische Technik (BMT)
RealTimeFrame - a Real Time Image Processing Solution for Medical Environments
In: DGBMT-Jahrestagung Biomedizinische Technik (BMT)
Awards
2010
- 14th International Students Conference on Electiral Engineering – Poster 2010, Prague, Czech Republic – Student Best Paper Award (2. Place) – Biomedical Engineering
2009
- 13th International Students Conference on Electiral Engineering – Poster 2009, Prague, Czech Republic – Student Best Paper Award (1. Place) – History of Science
2008
- 12th International Students Conference on Electiral Engineering – Poster 2008, Prague, Czech Republic – Student Best Paper Award (2. Place) – Informatics and Cybernetics
Teaching
Diploma, master, study and bachelor theses
- Diploma thesis Cosmin Adrian Morariu: Active contours for color-sensitive segmentation of colon polyps in NBI colonoscopy
- Diploma thesis Florian Klumb:Development of a method for the detection of blood vessels in NBI images from colonoscopy
- Diploma thesis Stephan Palm:Development, optimization and selection of blood vessel features for the classification of colon polyps
- Diploma thesis Lukas Merker:Robust estimation of probability density functions and classification of textures considering perspective and illumination
- Diploma thesis Matthias Breier:Active contours for the localization of colon polyps in colonoscopic image data
- Diploma thesis Martin Schink:Automated extraction of sharp still images from endoscopic video streams in real time
- Diploma thesis Henning Lategahn:Development of a texture-based analysis method for the classification of colon polyps for narrow-band endoscopy
- Diploma thesis Manuel Kennel:Localization of colon polyps in endoscopic images
- Bachelor thesis Tim Wigbels:Texture-based detection of colon polyps in endoscopic image data
- Bachelor thesis Matthias Haertel:Interactive segmentation of blood vessels on a clinical demonstrator for video colonoscopy
- Student research project Willem Lampe:
- Student research project Cosmin Adrian Morariu:
- Student research project Mehmet Turan:Vessel highlighting in texture classification for NBI polyps
- Student research project Monika Klein:Adaptation of a segmentation method to the blood vessel structures of the retina
- Student research project Ran Li:Quantitative evaluation of the segmentation of colon polyps
- Seminar paper Elisabeth Rickes: “Are filter banks necessary ?”
- Seminar paper Dung Tran: “Polyp detection in colonoscopy using elliptic shape features”
Exercises, practicals, projects
- Practical course in computer engineering
- Practical course in digital image processing
- Small group exercise (substitution) Mathematical methods in electrical engineering