My name is Raphael Hagmanns and I am a research assistant at Karlsruhe Institute of Technology (KIT). I am working as a Ph.D. candidate in close cooperation with the Fraunhofer Institute of Optronics, System Technologies and Image Exploitation (IOSB) in Karlsruhe, Germany.

I work on different topics in the field of sensor processing for mobile robotic applications, especially for UAVs and lately heavy machinery.

Research Interests

As part of the Fraunhofer IOSB group “Autonomous Robotic Systems” I work on several tasks related to mobile robotics, mostly on our heavy machinery and on quadruped robots. As UAVs for inspection purposes are a special interest of mine, I try to develop algorithms suitable for running in real time and with limited hardware capabilities. Some of the main challanges in this area are localisation, trajectory planning and of course image processing.

I am particulary interested in semantics of unstructured environments to perform semantic robotic mapping, SLAM and Object Pose Estimation algorithms. I work on different Machine Learning pipelines for multimodal inspection and segmentation.

Other Interests

Apart from my Robotics background I like to streamline my development processes. I also do some Frontend development from time to time and sometimes I enjoy computationally hard puzzles and solving them using SAT based techniques. Some of my spare time hobbies are playing chess, playing other boardgames, improving my Emacs skills or working on some (mostly useless) smart home projects.

Theses

If you are interested in writing a bachelor or master thesis on a related topic, feel free to send me an email.