Multimedia Retrieval based on Geometric Distance in Semi-structured Document

Sana Fakhfakh, Mohamed Tmar, Walid Mahdi

2014

Abstract

This paper is included on multimedia retrieval in XML document, whose goal is to find relevant multimedia element. In this article, we are particularly interested by studing the impact of various structural factors for image retrieval by our proposed method using a new evidence of source applied to media "image". This method consist to define a geometric distance between XML nodes. Experiments are undertaken into two data sets "INEX 2007" and "ImageCLEF 2010". The obtained results showed effectiveness of our approach.

References

  1. Aouadi, H., Torjmen-Khemakhem, M., and Jemaa, M. B. (2012). Combination of document structure and links for multimedia object retrieval. Journal of Information Science, 38(5):442-458.
  2. Awadi, H. and Torjmen, M. (2010). Exploitation des liens pour la recherche d'images dans des documents xml.
  3. Elghazel, H., Idrissi, K., Baskurt, A., and Ben Amar, C. (2005). Approche textuelle pour la recherche d'image. In 3rd International Conference on Sciences of Electronic, Technologies of Information and Telecommunications SETIT 2005.
  4. Fakhfakh, S., Tmar, M., and Mahdi, W. (2013). A new metric for multimedia retrieval in structured documents. In ICEIS (2), pages 240-247.
  5. Fuhr, N., Kamps, J., Lalmas, M., Malik, S., and Trotman, A. (2007). Overview of the inex 2007 ad hoc track. In INEX, pages 1-23.
  6. Hliaoutakis, A., Varelas, G., Voutsakis, E., Petrakis, E. G. M., and Milios, E. (2006). Information retrieval by semantic similarity. In Intern. Journal on Semantic Web and Information Systems (IJSWIS).Special Issue of Multimedia Semantics, pages 55-73.
  7. Kong, Z. and Lalmas, M. (2005). Xml multimedia retrieval. In SPIRE, pages 218-223.
  8. Lew, M. S. (2006). Content-based multimedia information retrieval: State of the art and challenges. ACM Trans. Multimedia Comput. Commun. Appl, 2:1-19.
  9. Popescu, A., Tsikrika, T., and Kludas, J. (2010). Overview of the wikipedia retrieval task at imageclef 2010. In CLEF (Notebook Papers/LABs/Workshops).
  10. Schlieder, T. and Holger, M. (2002). Querying and ranking xml documents. Journal of the American Society for Information Science and Technology, 53:489-503.
  11. Tjondronegoro, D., Zhang, J., Gu, J., Nguyen, A., and Geva, S. (2005). Integrating text retrieval and image retrieval in xml document searching. In INEX, pages 511-524.
  12. Torjmen, M., Pinel-Sauvagnat, K., and Boughanem, M. (2010). Using textual and structural context for searching multimedia elements. IJBIDM, 5(4):323- 352.
  13. Tsikrika, T., Serdyukov, P., Rode, H., Westerveld, T., Aly, R., Hiemstra, D., and de, A. P. V. (2008). Structured document retrieval, multimedia retrieval, and entity ranking using pf/tijah. In 6th Initiative on the Evaluation of XML Retrieval, INEX 2007, volume 4862 of Lecture Notes in Computer Science, pages 306-320, London. Springer Verlag.
  14. Westerveld, T., Rode, H., van, R. O., Hiemstra, D., Ramirez, G., Mihajlovic, V., and de, A. V. (2007). Evaluating structured information retrieval and multimedia retrieval using pf/tijah. In Fuhr, N., Lalmas, M., and Trotman, A., editors, Comparative Evaluation of XML Information Retrieval Systems, volume 4518 of Lecture Notes in Computer Science, pages 104-114, Berlin, Germany. Springer Verlag.
Download


Paper Citation


in Harvard Style

Fakhfakh S., Tmar M. and Mahdi W. (2014). Multimedia Retrieval based on Geometric Distance in Semi-structured Document . In Proceedings of the 10th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST, ISBN 978-989-758-023-9, pages 220-225. DOI: 10.5220/0004964102200225


in Bibtex Style

@conference{webist14,
author={Sana Fakhfakh and Mohamed Tmar and Walid Mahdi},
title={Multimedia Retrieval based on Geometric Distance in Semi-structured Document},
booktitle={Proceedings of the 10th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,},
year={2014},
pages={220-225},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004964102200225},
isbn={978-989-758-023-9},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 10th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST,
TI - Multimedia Retrieval based on Geometric Distance in Semi-structured Document
SN - 978-989-758-023-9
AU - Fakhfakh S.
AU - Tmar M.
AU - Mahdi W.
PY - 2014
SP - 220
EP - 225
DO - 10.5220/0004964102200225