From image sequences towards conceptual descriptions
Image and Vision Computing
Model-based object tracking in monocular image sequences of road traffic scenes
International Journal of Computer Vision
Artificial Intelligence - Special volume on computer vision
Picture interpretation: a symbolic approach
Picture interpretation: a symbolic approach
3D Pose Estimation by Directly Matching Polyhedral Models to Gray Value Gradients
International Journal of Computer Vision
Machine learning and image interpretation
Machine learning and image interpretation
International Journal of Computer Vision
Learning Patterns of Activity Using Real-Time Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Event Detection and Analysis from Video Streams
IEEE Transactions on Pattern Analysis and Machine Intelligence
Guest Introduction: The Changing Shape of Computer Vision in the Twenty-First Century
International Journal of Computer Vision
Lattice-theoretic models of conjectures, hypotheses and consequences
Artificial Intelligence
Image Sequence Evaluation: 30 Years and Still Going Strong
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 1
Agent Orientated Annotation in Model Based Visual Surveillance
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Representing the zoo world and the traffic world in the language of the causal calculator
Artificial Intelligence - Special issue on logical formalizations and commonsense reasoning
Steps toward a cognitive vision system
AI Magazine
Navigating through logic-based scene models for high-level scene interpretations
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Dynamic image sequence analysis using fuzzy measures
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Interpretation of complex situations in a semantic-based surveillance framework
Image Communication
Vision, logic, and language - toward analyzable encompassing systems
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Towards high-level human activity recognition through computer vision and temporal logic
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Automatic learning of background semantics in generic surveilled scenes
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Determining the best suited semantic events for cognitive surveillance
Expert Systems with Applications: An International Journal
Propagating uncertainty in Petri nets for activity recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Rule-based high-level situation recognition from incomplete tracking data
RuleML'12 Proceedings of the 6th international conference on Rules on the Web: research and applications
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Our 3D-model-based Computer Vision subsystem extracts vehicle trajectories from monocular digitized videos recording road vehicles in inner-city traffic. Steps are documented which import these quantitative geometrical results into a conceptual representation based on a Fuzzy Metric-Temporal Horn Logic (FMTHL, see [K.H. Schafer, Unscharfe zeitlogische Modellierung von Situationen und Handlungen in Bildfolgenauswertung und Robotik, Dissertation, 1996]). The facts created by this import step can be understood as verb phrases which describe elementary actions of vehicles in image sequences of road traffic scenes. The current contribution suggests a complete conceptual representation of elementary vehicle actions and reports results obtained by an implementation of this approach from real-world traffic videos.