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max planck institut
informatik
informatik
Christian Wojek
Office
605 Research Interests
Object Recognition
Scene Understanding
Pattern Recognition and Machine Learning
Activity Recognition and Person Tracking
Teaching
- Teaching assistant for Computer Science II, University of Karlsruhe, 2002
- Teaching assistant for Introduction to Computer Science I, Lab course, WS 2006/2007
- Teaching assistant for Introduction to Computer Science I, Lab course, WS 2007/2008
Short-Bio
- Dr.-Ing. (PhD) in Computer Science, TU Darmstadt, Germany, 2006-2010
- Dipl.-Inform. (M.Sc. in Computer Science) University of Karlsruhe, Germany, 2000-2006
- Visiting Student at McGill University, Montreal, Canada, 2004-2005
Previous affiliations
- Interactive Systems Lab @ UKA: Student and Diploma thesis under supervision of Kai Nickel and Rainer Stiefelhagen (2004, 2005-2006)
- Shape Analysis Group @ CIM: Student research project on a generalized object model based on skeletons under supervision of Kaleem Siddiqi (2005)
- TeCO @ UKA: Student assistant under supervision of Christian Decker and Michael Beigl (2002-2003)
Affiliations
- Associated Member of GkMM (Cooperative, Adaptive and Responsive Monitoring in Mixed Mode Environment)
Research Projects
Publications
Pedestrian Detection: An Evaluation of the State of the Art,
Transactions on Pattern Analysis and Machine Intelligence (PAMI), (In Press)
Explicit Occlusion Reasoning for 3D Object Detection,
The 22nd British Machine Vision Conference (BMVC), 08/2011, Dundee, UK, (2011)
In Good Shape: Robust People Detection based on Appearance and Shape,
22nd British Machine Vision Conference (BMVC), Dundee, UK, (2011)
Oral PDF Abstract Slides
Joint 3D Estimation of Objects and Scene Layout,
Neural Information Processing Systems (NIPS), Granada, Spain, (2011)
Learning People Detection Models from Few Training Samples,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, p.1473-1480, (2011)
PDF Poster Slides
Monocular 3D Scene Understanding with Explicit Occlusion Reasoning,
Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, p.1-8, (2011)
PDF
Monocular Visual Scene Understanding from Mobile Platforms,
Fachbereich Informatik, July 12th 2010, PhD Thesis, p.170, (2010)
Real-time Full-body Visual Traits Recognition from Image Sequences ,
International Workshop on Vision, Modeling and Visualization, (2010)
Elektronische Fahrerassistenz zur Vermeidung von Überholunfällen,
14. Internationaler Kongress Elektronik im Kraftfahrzeug, 10/2009, Volume 2075, Baden-Baden, (2009)
Kamerabasierte Fussgängerdetektion,
Handbuch Fahrerassistenzsysteme, (2009)
Multi Activity Recognition Based on Bodymodel-Derived Primitives,
LoCA, p.1-18, (2009)
PDF
Multi-Cue Onboard Pedestrian Detection,
CVPR, p.1-8, (2009)
PDF
Pedestrian Detection: A Benchmark,
CVPR, p.1-8, (2009)
PDF
Visual People Detection: Different Models, Comparison and Discussion,
Proceedings of the IEEE ICRA 2009 Workshop on People Detection and Tracking, p.1-8, (2009)
PDF
A Dynamic Conditional Random Field Model for Joint Labeling of Object and Scene Classes,
ECCV (4), p.733-747, (2008)
PDF
Integrating Visual Context and Object Detection within a Probabilistic Framework,
WAPCV, p.54-68, (2008)
PDF
Multi-Level Sensorfusion and Computer-Vision Algorithms within a Driver Assistance System for Avoiding Overtaking-Accidents,
FISITA 2008 World Automotive Congress, p.1-14, (2008)
PDF
A Performance Evaluation of Single and Multi-feature People Detection,
DAGM-Symposium, p.82-91, (2008)
PDF
Sliding-Windows for Rapid Object Class Localization: A Parallel Technique,
DAGM-Symposium, p.71-81, (2008)
PDF
Activity Recognition and Room-Level Tracking in an Office Environment,
Multisensor Fusion and Integration for Intelligent Systems, 2006 IEEE International Conference on, p.25–30, (2006)
PDF
