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Klank, Ulrich
Researcher
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Table of ContentsCurrent Research ProjectsTeaching Inf. IX(Current Term) Publications |
Ulrich Klank is a PhD candidate employed by MVTec GmbH, München, working as on the perception system cognitive perception for TUM-ROSIE.
Studying Computer Science at the TUM, he conducted his diploma thesis with Prof. Nassir Navab (TUM) about Automatic Feature Computation for Endoscopic Image Classification in 2007 .
Summer 2007 he started working in the Intelligent Autonomous System group of Prof. Michael Beetz.
Research Topics
- Model-Based Image Interpretation
- Gaze Tracking, Focus of Interest
- Color Detection, Adaptive Skin Color Classification
- Automatic Model Inference
- Descriptor Based 3D Localization
- Hybrid Approach 3D Localization
- Multimodal 3D Localization
- Object Tracking for Manipulation Tasks
- Hand Tracking in Combination With Object Localization
Current Research Projects
- CoP : The project aims at the unification of vision-based sensing in the CoP (Cognitive Perception) in the learning and planning system. On the one hand, CoP manages the interpretation of different kinds of sensors and on the other hand it automatically acquires and maintains the knowledge about the world and objects in the world. CoP selects sensors and sensor interpretation algorithms based on their expected utility. To this end, CoP learns and improves intersensor and inter-algorithmic models for method seleciton from experience. Especially the vision system, the major sensor we use, provides several automatic model improving techniques. Improved models accelerate the perception process and provide more robust results.
Teaching General
Please feel free to ask for open topics for student projects.
Currently running:- DA: Shape model inference from google sketchup , Pavel Mihailov
- BA: Object recognition using a web based product database, Janosch Peters
- DA: Detection of Transparent objects, Daniel Carton
For my previously taught courses please see
All Terms
section.
Lastest Results
Current Research results over visually guided manipulation of unmodelled objects can be seen:
Selected Publications
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EYEWATCHME - 3D Hand and object tracking for inside out activity analysis, 2009, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2009. CVPR 2009.,(BibTeX)
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Automatic feature generation in endoscopic images, 2008, International Journal of Computer Assisted Radiology and Surgery,(BibTeX)
For the full list of my Publications please see the
Publications
section.
