Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/7751
Title: On hierarchical multimedia information retrieval
Authors: You, J 
Dillon, T
Liu, J
Pissaloux, E
Keywords: Content-based retrieval
Data structures
Image retrieval
Multimedia databases
Pattern recognition
Query formulation
Visual databases
Issue Date: 2001
Publisher: IEEE
Source: 2001 International Conference on Image Processing, 2001 : proceedings : 7-10 Oct 2001, Thessaloniki, v. 2, p. 729-732 How to cite?
Abstract: This paper presents a data warehousing approach to hierarchical multimedia information retrieval. To tackle the key issues such as multimedia data representation, storage, integration, indexing, similarity measures, searching methods and query processing, the proposed algorithms allow one: (1) to extend the concepts of conventional data warehouse and multimedia databases to multimedia data warehouses for effective data representation and storage; (2) to develop a multimedia starflake schema to integrate multiple data streams for hierarchical data representation and indexing; (3) to apply data aggregation techniques for decision support to speed up query processing and searching. In addition, the new system architecture is compared with a conventional database structure. Furthermore, a case study is presented to illustrate the development of a content-based image retrieval system for cyclone pattern recognition. We conclude that the proposed approach can be applied to other multimedia systems with effective data storage, retrieval and integration
URI: http://hdl.handle.net/10397/7751
ISBN: 0-7803-6725-1
DOI: 10.1109/ICIP.2001.958597
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