Event-based modeling and processing of digital media
Proceedings of the 1st international workshop on Computer vision meets databases
A Normalization Framework for Multimedia Databases
IEEE Transactions on Knowledge and Data Engineering
Using linguistic models for image retrieval
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
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This paper presents the rudiments of a theory of schema design for databases containing high dimensional features of the type used for describing multimedia data. We introduce a model of multimedia database based on tables containing feature types, and the concept of schema design which is based on splitting tables depending on the functional relations between different parts of the features. We show that certain relations between substructures of a same feature structure can lead to schemas for which efficient algorithms for k-nearest neighbor and range searches can be defined.