Semantic multimedia retrieval using lexical query expansion and model-based reranking

2006 IEEE International Conference on Multimedia and Expo, ICME 2006 - Proceedings

Volumn 2006, Issue , 2006, Pages 1761-1764

  Haubold, Alexander ^a   Natsev, Apostol ^b   Naphade, Milind R ^b  

^a Columbia University ^*  (United States)

^b IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MODEL BASED RERANKING; QUERY EXPANSION; SEMANTIC MULTIMEDIA RETRIEVAL; SYNONYM DICTIONARY;

GLOSSARIES; MULTIMEDIA SYSTEMS; QUERY PROCESSING; SEMANTICS; TEXT PROCESSING; WORD PROCESSING;

INFORMATION RETRIEVAL;

EID: 34247645059     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2006.262892     Document Type: Conference Paper

References (7)

1. A. Amir, J. Argillander, M. Campbell, A. Haubold, G. Iyengar, S. Ebadollahi, F. Kang, M.R. Naphade, A. Natsev, J.R. Smith, J. Tešić, T. Volkmer, "IBM Research TRECVID-2005 Video Retrieval System," TRECVID Workshop, Gaithersburg, MD, Nov. 2005.
2. A. Natsev, M.R. Naphade, J. Tešić, "Learning the Semantics of Multimedia Queries and Concepts from a Small Number of Examples," ACM Multimedia, Singapore, pp. 598-607, Nov, 2005.
3. S. Banerjee, T. Pedersen, "Extended Gloss Overlaps as a Measure of Semantic Relatedness," Joint Conference on Artificial Intelligence, Morgan K., Mexico, pp. 805-810, Aug. 9-15, 2003.
4. S. Patwardhan, S. Banerjee, T. Pedersen, "Using Measures of Semantic Relatedness for Word Sense Disambiguation," Conference on Intelligent Text Processing and Computational Linguistics, Springer, Mexico, pp. 241-257, Feb. 16-22, 2003.
5. L.S. Kennedy, A. Natsev, S.F. Chang, "Automatic Discovery of Query-Class-Dependent Models for Multimodal Search," ACM Multimedia, ACM Press, Singapore, pp. 882-891, Nov. 6-11, 2005.
6. M. Naphade, J.R. Smith, F. Souvannavong, "On the Detection of Semantic Concepts at TRECVID," ACM Multimedia, ACM Press, New York, NY, pp. 660-667, Oct. 10-16, 2004.
7. M. Naphade, L. Kennedy, J.R. Kender, S.F. Chang, J.R. Smith, P. Over, A. Hauptmann, "LSCOM-lite: A Light Scale Concept Ontology for Multimedia Understanding for TRECVID 2005," IBM Research Tech. Report, RC23612 (W0505-104), May, 2005.