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.
Bag-of-Features and Sequence Model-Based Methods
... and more, contact Fabian Wolf
Attribute CNNs for Human Activity Recognition
Face Recognition and Identification
Synthetic Data for Face Recognition and Generation
... and more, contact Fernando Moya
Segmentation in Remote Sensing
Deep Semantic Segmentation
Unsupervised Segmentation Models
Object Detection and Recognition
... and more, contact Dominik Koßmann
Attention Mechanisms
... and more, contact Eugen Rusakov
Many other interesting topics in the fields of human-computer-interaction and pattern recognition are available. Please contact the staff for further information.
If you are interested in working with us, you should fulfill several of the following requirements: