Pattern Recognition and
Image Processing Group
Institute of Visual Computing and Human-Centered Technology
TU Wien Informatics

Pattern Recognition

VU 186.845
For schedule & exams see TISS
Lecturer: Walter Kropatsch, Jiri Hladuvka, Darshan Batavia

First lecture: Wednesday, 17.03.2021 Thursday, 18.03.2021, 09:00 - 11:00 , online via Zoom meeting

Other dates can be found in the "Introduction" slide in TUWEL.

Aim of course

After completing this lecture students will have a specific knowledge in different areas of pattern recognition and an extended repertoire for addressing challenging problems with effective methods, which enables them to understand state of the art literature, and allows them to implement new methods.

Subject of course

Covered topics are for example:

  • Feature extraction,
  • Analysis and dimensionality reduction,
  • Clustering methodologies (fuzzy clustering, Gaussian mixture models, ...)
  • Different advanced classifiers (support vector machines, neural networks,...)
  • Parameter estimation (maximum likelihood, maximum a posteriori, expectation maximization,...)
  • Classifier combination
  • Graphs, maps and grammars
  • etc


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