- University of Ljubljana
- Faculty of Computer and Information Science
- Faculty of Electrical Engineering
The project aims at a holistic approach towards learning, detection and recognition / categorisation of the visual motion and the phenomena derived from it. The approach is based on a novel and powerful paradigm of learning multilayer compositional hierarchies. While individual ingredients, such as the hierarchical processing, compositionality and incremental learning, have already been subjects of a research, they have, to the best of our knowledge, never been treated in a unified motionrelated framework. Such a framework is crucial for robustness, versatility, ease of learning and inference, generalisation, realtime performance, transfer of the knowledge, and scalability for a variety of cognitive vision tasks.