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[26590] Artykuł:

The scalable distributed two-layer Content Based Image Retrieval data store

Czasopismo: Computer Science and Information Systems (FedCSIS), 2015 Federated Conference on   Tom: 5, Strony: 827-832
ISSN:  2300-5963
ISBN:  978-8-3608-1066-8
Wydawca:  IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA
Opublikowano: 2015
Seria wydawnicza:  ACSIS-Annals of Computer Science and Information Systems
Liczba arkuszy wydawniczych:  0.50
 
  Autorzy / Redaktorzy / Twórcy
Imię i nazwisko Wydział Katedra Procent
udziału
Liczba
punktów
Roman Stanisław Deniziak orcid logoWEAiIKatedra Systemów Informatycznych *335.00  
Tomasz Michno orcid logoWEAiIKatedra Systemów Informatycznych *335.00  
Adam Krechowicz orcid logoWEAiIKatedra Systemów Informatycznych *335.00  

Grupa MNiSW:  Materiały z konferencji międzynarodowej (zarejestrowane w Web of Science)
Punkty MNiSW: 15
Klasyfikacja Web of Science: Proceedings Paper


DOI LogoDOI     Web of Science Logo Web of Science    


Abstract:

The multimedia databases are becoming more and more popular nowadays. One of their main problem is a huge data amount storage. Another problem with multimedia databases is querying. Traditional approaches, based on textual keywords are not sufficient. More advanced techniques, incorporating image content features, should be used. In this paper we propose new multimedia database structure with ability of Content Based Image Retrieval which is based on our previous work: Query by Shape method (QS). Query by Shape is a method which is based on decomposing an object into features. Each feature may consists of shape primitive, a color or a texture. In this paper we only use shape primitives. In order to achieve high scalability and workload control, we propose a modified Scalable Distributed Two-layer Data Structure, as a storage. The modification incorporates adding tree structure, comparing algorithm and returning a set of results to the client.