A multimedia IR-based system for the photo annotation task at ImageCLEF2013

CEUR Workshop Proceedings

Volumn 1179, Issue , 2013, Pages

  Benavent, X ^b   Castellanos, A ^a   De Ves, E ^b   Hernandez Aranda D ^a   Granados, R ^a   Garcia Serrano, A ^a  

^a UNIVERSIDAD NACIONAL DE EDUCACIÓN A DISTANCIA   (Spain)

^b UNIVERSITY OF VALENCIA   (Spain)

Author keywords

Content based information retrieval; Logistic regression relevance algorithm; Multimedia fusion; Text based information retrieval

Indexed keywords

WEBSITES;

CONTENT-BASED INFORMATION RETRIEVAL; EXTERNAL RESOURCES; IMAGE ANNOTATION; LOGISTIC REGRESSIONS; PHOTO ANNOTATIONS; TEXT-BASED INFORMATION; TEXTUAL DESCRIPTION; TEXTUAL INFORMATION;

INFORMATION RETRIEVAL;

EID: 84922032508     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Benavent, X., Garcí a-Serrano, A. Granados, R., Benavent, J. de Ves, E. Multimedia Information Retrieval based on Late Semantic Fusion Approaches. Experiments on a Wikipedia Image Collection. IEEE Transactions on Multimedia. DOI. 10.1109/TMM.2013.2267726.
2. Caputo, B. Muller, H. Thomee, B. Villegas, M. Paredes, R. Zellhofer, D. Goeau, H. Joly, A. Bonnet, P. Martinez Gomez, J. Garcia Varea, I. Cazorla, M. ImageCLEF 2013. The vision, the data and the open challenges. Proc. CLEF 2013, LNCS.
3. Leon T., Zuccarello P., Ayala G., de Ves E., Domingo J. Applying logistic regression to relevance feedback in image retrieval systems, Pattern Recognition (40), pp. 2621, 2007.
4. S. Kullback R. A. Leibler. On information and sufficiency. Annals of Mathematical Statistics, 22(1). 1951.
5. Robertson, S. E. S. Walker. Some simple effective approximations to the 2-Poisson model for probabilistic weighted retrieval. In Proceedings of the SIGIR '94, W. Bruce Croft and C. J. van Rijsbergen (Eds.). Springer-Verlag. NY, USA, 232-241. 1994.
6. Villegas, M. Paredes, R. Thomee, B. Overview of the ImageCLEF 2013 Scalable Concept Image Annotation Subtask. CLEF 2013 working notes, Valencia, Spain, 2013.
7. Yager, R. On ordered weighted averaging aggregation operators in multi criteria decision making. IEEE Transactions Systems Man and Cybernetics (18), pp. 183-190. 1988