Artificial Intelligence
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
A tutorial on learning with Bayesian networks
Learning in graphical models
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Possibility Theory, Probability Theory and Multiple-Valued Logics: A Clarification
Annals of Mathematics and Artificial Intelligence
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
P-SHOQ(D): A Probabilistic Extension of SHOQ(D) for Probabilistic Ontologies in the Semantic Web
JELIA '02 Proceedings of the European Conference on Logics in Artificial Intelligence
Towards Computer Vision with Description Logics: Some Recent Progress
SPELMG '99 Proceedings of the Integration of Speech and Image Understanding
Evaluating the application of semantic inferencing rules to image annotation
Proceedings of the 3rd international conference on Knowledge capture
Pellet: A practical OWL-DL reasoner
Web Semantics: Science, Services and Agents on the World Wide Web
Bayesowl: a probabilistic framework for uncertainty in semantic web
Bayesowl: a probabilistic framework for uncertainty in semantic web
Semantic annotation and retrieval of video events using multimedia ontologies
ICSC '07 Proceedings of the International Conference on Semantic Computing
On scene interpretation with description logics
Image and Vision Computing
A comparison of two modelling paradigms in the Semantic Web
Web Semantics: Science, Services and Agents on the World Wide Web
Multimedia Reasoning with f-SHIN
SMAP '07 Proceedings of the Second International Workshop on Semantic Media Adaptation and Personalization
Expressive probabilistic description logics
Artificial Intelligence
Fuzzy spatial relation ontology for image interpretation
Fuzzy Sets and Systems
High-Level Expectations for Low-Level Image Processing
KI '08 Proceedings of the 31st annual German conference on Advances in Artificial Intelligence
Realizing the Hydrogen Economy through Semantic Web Technologies
IEEE Intelligent Systems
PR-OWL: A Bayesian Ontology Language for the Semantic Web
Uncertainty Reasoning for the Semantic Web I
Reasoning within fuzzy description logics
Journal of Artificial Intelligence Research
Generalizing term subsumption languages to fuzzy logic
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
Applying Fuzzy DLs in the Extraction of Image Semantics
Journal on Data Semantics XIV
A self-referential perceptual inference framework for video interpretation
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Navigating through logic-based scene models for high-level scene interpretations
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Pronto: a non-monotonic probabilistic description logic reasoner
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Adding Semantics to Detectors for Video Retrieval
IEEE Transactions on Multimedia
Knowledge-assisted semantic video object detection
IEEE Transactions on Circuits and Systems for Video Technology
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Description Logics have recently attracted significant interest as the underlying formalism for conceptual modelling in the context of high-level image interpretation Differences in the formulation of image interpretation semantics have resulted in varying configurations with respect to the adopted modelling paradigm, the utilised form of reasoning, and the way imprecision is managed In this paper, we examine the relevant literature, outlining the corresponding strengths and weaknesses, and argue that although coming up with a complete solution is hard to envisage any time soon, there are a number of key considerations that may serve as guidelines towards this direction.