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Proceedings Paper

MUVIS: a system for content-based indexing and retrieval in large image databases
Author(s): Faouzi Alaya Cheikh; Bogdan Cramariuc; Carole Reynaud; Meng Quinghong; Badea Dragos-Adrian; Brahim Hnich; Moncef Gabbouj; Petteri Kerminen; Timo Makinen; Hannu Jaakkola
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Paper Abstract

Until recently, collections of digital images were stored in classical databases and indexed by keywords entered by a human operator. This is not longer practical, due to the growing size of these collections. Moreover, the keywords associated with an image are either selected from a fixed set of words and thus cannot cover the content of all images; or they are the operators' personal description of each image and, therefore, are subjective. That is why systems for image indexing based on their content are needed. In this context, we propose in this paper a new system, MUVIS*, for content-based indexing and retrieval for image database management systems. MUVIS*indexes by key words, and also allows indexing of objects and images based on color, texture, shape and objects' layout inside them. Due to the use of large vector features, we adopted the pyramid trees are used for creating the index structure. The block diagram of the system is presented and the functionality of each block is explained. The features used are presented as well.

Paper Details

Date Published: 17 December 1998
PDF: 9 pages
Proc. SPIE 3656, Storage and Retrieval for Image and Video Databases VII, (17 December 1998); doi: 10.1117/12.333830
Show Author Affiliations
Faouzi Alaya Cheikh, Tampere Univ. of Technology (Finland)
Bogdan Cramariuc, Tampere Univ. of Technology (Finland)
Carole Reynaud, Tampere Univ. of Technology (Finland)
Meng Quinghong, Tampere Univ. of Technology (Finland)
Badea Dragos-Adrian, Tampere Univ. of Technology (Finland)
Brahim Hnich, Tampere Univ. of Technology (Finland)
Moncef Gabbouj, Tampere Univ. of Technology (Finland)
Petteri Kerminen, Pori School of Technology and Economics (Finland)
Timo Makinen, Pori School of Technology and Economics (Finland)
Hannu Jaakkola, Pori School of Technology and Economics (Finland)


Published in SPIE Proceedings Vol. 3656:
Storage and Retrieval for Image and Video Databases VII
Minerva M. Yeung; Boon-Lock Yeo; Charles A. Bouman, Editor(s)

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