In the area of video analytics, our group conducts research and develops novel computer vision algorithms (also based on deep learning and other machine learning tools) for various problems such as scene text detection and recognition in natural videos and images, video segmentation, visual recognition and scene understanding, object tracking, and more. A special focus of our group's research work is on effective analysis of video captured by moving platforms, also in combination with geographical information (GIS), for applications such as dashboard and body-worn camera analytics.
Video Enrichment / Retrieval / Summarization
Using cognitive computing to discover insights from videos
- Multimodal video semantic scene detection and segmentation
- Video text detection and recognition
- Image enhancement, Tracking