| project results: |
Scene interpretation using learnt concepts
Lothar Hotz and Kasim Terzić
Cognitive Systems Laboratory
University of Hamburg
June, 2008
The system SCENIC ("SCENe Interpretation by Configuration")
has been extended in several ways to handle learnt concepts in
low-level and high-level scene interpretation processes.
- A middle layer has been developed which mediates between
low-level image analysis and high-level interpretation. It maps
low-level data to specific object views and allows high-level
hypotheses to control low-level processing.
- A standardised interpretation process has been defined
which combines bottom-up part-whole reasoning with goal-dependent
top-down processing and can cope with incomplete evidence.
- Learnt concepts can be integrated in the SCENIC knowledge
base using the Semantic Web language OWL.
- A GUI has been implemented to control and visualise the
interpretation process.
References
| [1] |
L. Hotz, B. Neumann, K.Terzić
High-level Expectations for Low-level Image Processing. Proc. KI-2008, Springer, 2008
PDF |
| [2] |
R. Möller, B. Neumann
Ontology-Based Reasoning Techniques for Multimedia Interpretation and Retrieval. In: Y. Kompatsiaris, P. Hobson
(Eds.): Semantic Multimedia and Ontologies: Theory and Applications, Springer 2008, 55-98,(final draft)
PDF
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