Research Topics

  • Applied machine learning (ML) & archificial Intelligence (AI)
    e.g. deep neural networks, bayesian networks, random forests
  • Computer Vision
    • multimodal detektion, localisation and recognition of humans, objects and events in 2D, 3D and time
    • medical imageing data
    • visual & multimodal industrial material inspection
  • Data Mining in multimodal data (z. B. prodcution data and medical 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