Extensible feature management engine for image retrieval

Simone Santini; Amarnath Gupta

doi:10.1117/12.451079

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19 December 2001 Extensible feature management engine for image retrieval

Simone Santini; Amarnath Gupta

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Proceedings Volume 4676, Storage and Retrieval for Media Databases 2002; (2001) https://doi.org/10.1117/12.451079
Event: Electronic Imaging, 2002, San Jose, California, United States

Abstract

In this paper we describe the general architecture and specific topics of a database system for multimedia (specifically, images) data. We analyze the conditions that must be met in order to achieve goals such as efficient schema design, query optimization, and extensibility. We assume that the engine uses the services of a traditional database (in the specific instance, a relational database), with the addition of user-defined indexing schemes. The paper presents general architectural issue and focuses on two problems: schema normalization using computational properties of the features, and the definition of feature algebras, in particular, the definition of a wavelets algebra for query expression.

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Simone Santini and Amarnath Gupta "Extensible feature management engine for image retrieval", Proc. SPIE 4676, Storage and Retrieval for Media Databases 2002, (19 December 2001); https://doi.org/10.1117/12.451079

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KEYWORDS

Databases

Wavelets

Data modeling

Feature extraction

Multimedia

Wavelet transforms

Image retrieval

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