Data Organization and Search in Multimedia Databases: Databases and Information Retrieval - Tapa blanda

Calistru, Catalin

 
9783639170009: Data Organization and Search in Multimedia Databases: Databases and Information Retrieval
Tapa blanda
ISBN 10: 3639170008 ISBN 13: 9783639170009
Editorial: VDM Verlag, 2009

Sinopsis

The wealth of multimedia items and their increasing complexity make data organization and search essential. Without efficient storage, accurate search and informative retrieval, it is hard to explore a multimedia repository to its full potential. We argue that the problems of managing large and heterogeneous multimedia repositories can be alleviated by bringing improvements in several aspects: storage model, high-dimensional indexing, and retrieval. Three main contributions are proposed: a database model, a high-dimensional indexing method and a faceted retrieval system. The database model accounts for content organization and its association to metadata. It is a hybrid relational-XML database model. For search within the high-dimensional data, an indexing method called BitMatrix is proposed. It constructs bit signatures that can be efficiently processed with bitwise operations. Our experiments have shown that the use of the BitMatrix as a high-dimensional indexing method is beneficial for the retrieval process. Finally, a retrieval system called MetaMedia was developed, in which the proposed database model and the BitMatrix index are instantiated.

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Reseña del editor

The wealth of multimedia items and their increasing complexity make data organization and search essential. Without efficient storage, accurate search and informative retrieval, it is hard to explore a multimedia repository to its full potential. We argue that the problems of managing large and heterogeneous multimedia repositories can be alleviated by bringing improvements in several aspects: storage model, high-dimensional indexing, and retrieval. Three main contributions are proposed: a database model, a high-dimensional indexing method and a faceted retrieval system. The database model accounts for content organization and its association to metadata. It is a hybrid relational-XML database model. For search within the high-dimensional data, an indexing method called BitMatrix is proposed. It constructs bit signatures that can be efficiently processed with bitwise operations. Our experiments have shown that the use of the BitMatrix as a high-dimensional indexing method is beneficial for the retrieval process. Finally, a retrieval system called MetaMedia was developed, in which the proposed database model and the BitMatrix index are instantiated.

Biografía del autor

Catalin Mihai Calistru received the PhD degree from the University of Porto in 2009. He is a researcher at the Telecommunications and Multimedia Unit of INESC Porto, and a professor at the Polytecnic Institute of Gaya. His research interests include web-based information systems, multimedia databases, and digital libraries.

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Editorial
VDM Verlag
Año de publicación
2009
Idioma
Inglés
ISBN 10 
3639170008
ISBN 13 
9783639170009
Encuadernación
Tapa blanda
Número de páginas
200
Contacto del fabricante
no disponible
Persona responsable
no disponible