Multimedia Computing and Computer Vision Lab

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Johannes Schels

From Multimedia Computing Lab - University of Augsburg


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Former Staff Member

Research Interests

  • 3D-Model-Based Object Detection
  • Synthetic Training Data
  • Computer Vision
  • Machine Learning

Publications

Dissertation

  • Johannes Schels. Object Class Detection Using Part-Based Models Trained From Synthetically Generated Images. Dissertation, University of Augsburg, March 2013. [PDF]

Conference Papers

  • Johannes Schels, Joerg Liebelt, Rainer Lienhart. Learning an Object Class Representation on a Continuous Viewsphere. IEEE Conference on Computer Vision and Pattern Recognition (CVPR2012), Providence, June 2012. [PDF]
  • Johannes Schels, Joerg Liebelt, Rainer Lienhart. Self-Calibrating 3D Context for Retrieving People with Luggage. IEEE International Workshop on Visual Surveillance (in conjunction with ICCV) (VS2011), Barcelona, November 2011. [PDF]
  • Johannes Schels, Joerg Liebelt, Klaus Schertler, Rainer Lienhart. Building a Semantic Part-based Object Class Detector From Synthetic 3D Models. IEEE International Conference on Multimedia and Expo 2011 (ICME2011), Barcelona, July 2011. [PDF]
  • Johannes Schels, Joerg Liebelt, Klaus Schertler, Rainer Lienhart. Synthetically Trained Multi-View Object Class and Viewpoint Detection for Advanced Image Retrieval. ACM International Conference on Multimedia Retrieval 2011 (ICMR2011), Trento, April 2011. [PDF]

Technical Reports

  • Johannes Schels, Joerg Liebelt, Rainer Lienhart. Learning to Represent Multiple Object Classes on a Continuous Viewsphere. Technical Report 2012-07, University of Augsburg, Institute of Computer Science, July 2012. [PDF]

Master's Thesis

  • Johannes Schels: Video-Based Vehicle Detection During Night Scenarios, Technical University of Munich, January 2009.