Research Topics

  • Applied Machine Learning, e.g. deep neural networks, bayesian networks, random forests.
  • Computer Visision, e.g. multimodal detektion, localisation and recognition of humans, objects and events and visual or multimodal industrial material inspection.
  • Data Mining in multimodal data (z. B. prodcution data).
  • Indexing and search in image, video and multimodal documents.

Current Projects

Image Captioning of Branded Products
Medical Image Captioning
Visual Question Answering
Deep Image Augmentation and Manipulation
Deep Image Synthesis
Deep Sports Pose
Deep Skijump Pose