Student Research Projects and Theses – Institute of Measurement and Automatic Control

Here you will find the current topics that are offered for student work (study, bachelor, master and / or diploma theses) at the IMR. For more detailed information on the individual topics, please speak to the respective contact person.

Currently Advertised Topics

Supervision of External Work

Production Measurement and Testing Technology

Industrial and Medical Imaging

Machine Learning Based Image Registration with Fully Convolution Networks
Motivation & Aim of the Project

The aim of this work is the further development of machine learning-based image registration. For this, the existing implementation z. B. can be expanded and improved by a fully convolutional implementation. Additional network architectures such as Pyramid Networks or Spatial Transformer Networks are to be implemented and examined. The background is that, as with a panorama photo, several microscope images are combined to form an overall image in order to be able to evaluate and characterize a larger area. It is essential that the assembly errors are as small as possible.

In this project, aspects of image processing, surface measurement technology and machine learning are important. Basic knowledge in these areas and programming (with Python) in general is recommended.
Link to Full Description
- Machine_Learning_basierte_Bildregistrierung_
Contact Person

Control Technology

No student theses are currently offered in the field of control engineering.

Acoustics

In the field of acoustics, no student theses are currently offered.

Supervision of External Project

The topic of the student thesis must match the current research focus of the institute (control engineering, acoustics, robotics, optical measurement technology, image processing) and meet sufficient scientific requirements.

For the supervision of a master’s thesis, we expect that you have previously written a very good student thesis at the IMR or that you have successfully worked as a research assistant at the IMR.

For the supervision of a bachelor thesis / student research thesis, we expect that you can show good to very good results in the IMR lectures and / or have successfully worked as a research assistant at the IMR.