Intelligent Systems Research Group

The Intelligent Systems Research Group (ISRG) deals with methods of machine learning, data modelling and optimization. In addition to basic and applied research, our mission is to transfer those methods of artificial intelligence into industrial and economic applications with an emphasis on 3D modeling, computer vision, materials science and manufacturing processes.


The results of our »research projects are implemented in technical solutions in various areas of application such as Industrie 4.0, Security and Health.


  • (Deep) Neural Networks
  • Reinforcement Learning
  • Boosting Methods
  • Mono- and Stereo Image Analysis
  • Sensornetworks
  • SVMs, ANNs, ...
  • ...
  • 3D Data Modelling
  • 3D Reconstruction
  • 3D Sensor Technology
  • Hypergraphs
  • Knowledge Representation
  • Knowledge Fusion
  • ...
  • Process Optimization
  • Process Monitoring
  • Intelligent Control
  • Deep Drawing
  • Spot Welding
  • ...

AI engineering & quality assurance: Our claim to transfer science into applications requires the consideration of AI engineering, which is promoted by the practice-oriented training concept of our faculties »Computer Science and Business Information Systems and »Electrical Engineering and Information Technology. For the same reason we are active in questions of »quality assurance.


Collaboration: As link between basic research and application we collaborate with other institutions in the international research environment as well as R&D-intensive companies, see our »partners.


Scientific visibility: The attractiveness and visibility for our »partners is generated through our active participation in the scientific community through »publications.

 

Promotion of young talents: As part of our activities, we promote the development of young researchers by involving undergraduate and graduate students in our projects as well as by the incorporation of scientific results into teaching, see »student issues.