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Theses

The following list should give an idea of possible topics and current fields of research at the Pattern Recognition group. Generally, we will very rarely provide readily specified topics, but will try to define them in close collaboration with our students. For a list of completed and ongoing theses, please refer to our publications page.

Most topics are suitable for both Bachelor and Master/Diploma theses, but requirements and complexity will be adjusted accordingly. Despite the fact, that all of the following topic descriptions are in English, candidates are free to choose between German and English for writing their actual thesis.

Theses Topics

Document Analysis/Handwriting Recognition

Bag-of-Features and Sequence Model Based Methods

Deep Learning

Computer Vision

  • Scene Recognition with Convolutional Neural Networks

  • Semi-supervised scene learning

  • ... currently available on request only, contact René Grzeszick

General Pattern Recognition methods

Many other interesting topics in the fields of human-computer-interaction and pattern recognition are available. Please contact the staff for further information.

Requirements

If you are interested in working with us, you should fulfill several of the following requirements:

  • Own initiative, creativity, ability to work in a team: You will get involved in interesting (and challenging) research projects.
  • Good programming abilities (Python, C/C++, Java, Shell programming, ...)
  • Experience in the usage of and development under UNIX (Linux).
  • Previous knowledge in Pattern Recognition, Computer Vision etc., e.g. by attending the appropriate lectures.

If you are not entirely sure what we mean by "Pattern Recognition", see this short introduction.