Efficient multimedia information retrieval with query level fusion

Saeid Sattari, Adnan Yazici

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Multimedia data particularly digital videos that contain various modalities (visual, audio, and text) are complex and time consuming to deal with. Therefore, managing a large volume of multimedia data reveals the necessity for efficient methods for modeling, processing, storing and retrieving such data. In this study, we investigate how to efficiently manage multimedia data, especially video data. In addition, we discuss various flexible query types including the combination of content as well as concept-based queries that provide users with the ability to perform multimodal query. Furthermore, we introduce a fusion-based approach at the query level to improve query retrieval performance of the multimedia database. Our experimental tests show a significant improvement in the query retrieval performance.

Original languageEnglish
Title of host publicationFlexible Query Answering Systems 2015 - Proceedings of the 11th International Conference, FQAS 2015
EditorsOlivier Pivert, Adnan Yazici, Henrik Larsen, Maria Amparo Vila, Troels Andreasen, Henning Christiansen, Janusz Kacprzyk, Slawomir Zadrozny, Guy De Tre, Gabriella Pasi
PublisherSpringer Verlag
Pages367-379
Number of pages13
ISBN (Print)9783319261539
DOIs
Publication statusPublished - Jan 1 2016
Event11th International Conference on Flexible Query Answering Systems, FQAS 2015 - Cracow, Poland
Duration: Oct 26 2015Oct 28 2015

Publication series

NameAdvances in Intelligent Systems and Computing
Volume400
ISSN (Print)2194-5357

Conference

Conference11th International Conference on Flexible Query Answering Systems, FQAS 2015
CountryPoland
CityCracow
Period10/26/1510/28/15

Fingerprint

Information retrieval
Fusion reactions
Processing

Keywords

  • Crossmodal Retrieval
  • Multimedia database
  • Multimodal query
  • Query level fusion

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

Cite this

Sattari, S., & Yazici, A. (2016). Efficient multimedia information retrieval with query level fusion. In O. Pivert, A. Yazici, H. Larsen, M. A. Vila, T. Andreasen, H. Christiansen, J. Kacprzyk, S. Zadrozny, G. De Tre, ... G. Pasi (Eds.), Flexible Query Answering Systems 2015 - Proceedings of the 11th International Conference, FQAS 2015 (pp. 367-379). (Advances in Intelligent Systems and Computing; Vol. 400). Springer Verlag. https://doi.org/10.1007/978-3-319-26154-6_28

Efficient multimedia information retrieval with query level fusion. / Sattari, Saeid; Yazici, Adnan.

Flexible Query Answering Systems 2015 - Proceedings of the 11th International Conference, FQAS 2015. ed. / Olivier Pivert; Adnan Yazici; Henrik Larsen; Maria Amparo Vila; Troels Andreasen; Henning Christiansen; Janusz Kacprzyk; Slawomir Zadrozny; Guy De Tre; Gabriella Pasi. Springer Verlag, 2016. p. 367-379 (Advances in Intelligent Systems and Computing; Vol. 400).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sattari, S & Yazici, A 2016, Efficient multimedia information retrieval with query level fusion. in O Pivert, A Yazici, H Larsen, MA Vila, T Andreasen, H Christiansen, J Kacprzyk, S Zadrozny, G De Tre & G Pasi (eds), Flexible Query Answering Systems 2015 - Proceedings of the 11th International Conference, FQAS 2015. Advances in Intelligent Systems and Computing, vol. 400, Springer Verlag, pp. 367-379, 11th International Conference on Flexible Query Answering Systems, FQAS 2015, Cracow, Poland, 10/26/15. https://doi.org/10.1007/978-3-319-26154-6_28
Sattari S, Yazici A. Efficient multimedia information retrieval with query level fusion. In Pivert O, Yazici A, Larsen H, Vila MA, Andreasen T, Christiansen H, Kacprzyk J, Zadrozny S, De Tre G, Pasi G, editors, Flexible Query Answering Systems 2015 - Proceedings of the 11th International Conference, FQAS 2015. Springer Verlag. 2016. p. 367-379. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-319-26154-6_28
Sattari, Saeid ; Yazici, Adnan. / Efficient multimedia information retrieval with query level fusion. Flexible Query Answering Systems 2015 - Proceedings of the 11th International Conference, FQAS 2015. editor / Olivier Pivert ; Adnan Yazici ; Henrik Larsen ; Maria Amparo Vila ; Troels Andreasen ; Henning Christiansen ; Janusz Kacprzyk ; Slawomir Zadrozny ; Guy De Tre ; Gabriella Pasi. Springer Verlag, 2016. pp. 367-379 (Advances in Intelligent Systems and Computing).
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