Research
Research Topics
- Applied machine learning, e.g., deep neural networks, bayesian networks, random forests
- Computer vision such as multimodal detection, localization and recognition of people, objects and events, as well as industrial visual and multimodal material inspection.
- Data Mining of multimodal / mixed signal data (e.g. production data)
- Indexing and search in image, video and multimodal documents
Current Projects
Domain Adaptation for Computer Vision Applications
Video-to-Text
Image Captioning of Branded Products
Medical Image Captioning
Visual Question Answering
Deep Image Augmentation and Manipulation
Deep Image Synthesis
Deep 3D Athletics
Deep Sports Pose
Deep Skijump Pose