Reference TypeConference Proceedings
Citation KeyJoiaGoBoBaPaNo:2011:PrImRe
Author1 Joia, Paulo
2 Gomez Nieto, Erick
3 Botelho, Glenda
4 Batista Neto, João
5 Paiva, Afonso
6 Nonato, Luis Gustavo
Affiliation1 Instituto de Ciências Matemáticas e de Computação – USP
2 Instituto de Ciências Matemáticas e de Computação – USP
3 Instituto de Ciências Matemáticas e de Computação – USP
4 Instituto de Ciências Matemáticas e de Computação – USP
5 Instituto de Ciências Matemáticas e de Computação – USP
6 Instituto de Ciências Matemáticas e de Computação – USP
TitleProjection-based Image Retrieval using Class-Specific Metrics
Conference NameConference on Graphics, Patterns and Images, 24 (SIBGRAPI)
EditorLewiner, Thomas
Torres, Ricardo
Book TitleProceedings
DateAug. 28 - 31, 2011
Publisher CityLos Alamitos
PublisherIEEE Computer Society
Conference LocationMaceió
KeywordsMultidimensional projection, Content-Based Image Retrieval.
AbstractContent-based image classification/retrieval based on image descriptors has become an essential component in most database systems. However, most existing systems do not provide mechanisms that enable interactive multi-objective queries, hampering the user experience. In this paper we present a novel methodology capable of accomplishing multi-objective searches while still being interactive. Our approach relies on a combination of class-specific metrics and multidimensional projection to devise an effective and interactive image retrieval system. Besides allowing visual exploration of image data sets, the provided results and comparisons show that the proposed approach outperforms existing methods, turning out to be a very attractive alternative for managing image data sets.
Tertiary TypeFull Paper
FormatDVD, On-line.
Size13496 KiB
Number of Files1
Target File86797_final.pdf
Last Update2011:
Metadata Last Update2020: administrator {D 2011}
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History2011-07-23 15:36:12 :: -> administrator :: 2011
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