Toward consistent evaluation of relevance feedback approaches in multimedia retrieval

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3877 LNCS, Issue , 2006, Pages 191-206

  Jin, X ^a   French, James ^a   Michel, Jonathan ^b  

^a UNIVERSITY OF VIRGINIA   (United States)

^b SCIENCE APPLICATIONS INTERNATIONAL CORPORATION   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FEEDBACK; IMAGE RETRIEVAL; MULTIMEDIA SYSTEMS; QUERY LANGUAGES; RESPONSE TIME (COMPUTER SYSTEMS); STANDARDS;

MULTIMEDIA INFORMATION SYSTEMS; PERFORMANCE EVALUATION; RELATIVE PERFORMANCE; RELEVANCE FEEDBACK;

INFORMATION RETRIEVAL;

EID: 33745535278     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11670834_16     Document Type: Conference Paper

References (22)

1. Rui, Y., Huang, T., Mehrotra, S.: Relevance feedback techniques in interactive content-based image retrieval. In: Storage and Retrieval for Image and Video Databases (SPIE 1998). (1998) 25-36
2. Porkaew, K., Ortega, M., Mehrotra, S.: Query reformulation for content based multimedia retrieval in mars. In: Proc. of ICMCS'99, San Diego, CA, USA (1999) 747-751
3. Wu, L., Faloutsos, C., Sycara, K., Payne, T.: Falcon: Feedback adaptive loop for content-based retrieval. In: Proc. of VLDB'00, Cairo, Egypt (2000) 297-306
4. Kim, D., Chung, C.: Qcluster: Relevance feedback using adaptive clustering for content-based image retrieval. In: Proc. of ACM SIGMOD'03, San Diego, CA, USA (2003) 599-610
5. Ishikawa, Y., Subramanya, R., Faloutsos, C.: MindReader: Querying databases through multiple examples. In: Proc. of VLDB'98. (1998) 218-227
6. Rocchio, J.: Relevance feedback in information retrieval. In Salton, G., ed.: The SMART Retrieval System: Experiments in Automatic Document Processing. Prentice-Hall (1971) 313-323
7. Williamson, R.: Does relevance feedback improve document retrieval performance? In: ACM SIGIR'78. (1978) 151-170
8. Liu, W., Dumais, S., Sun, Y., Zhang, H., Czerwinski, M.: Semi-automatic image annotation. In: Proc. of INTERACT'01. (2001) 326-333
9. Jin, X., French, J.: Improving image retrieval effectiveness via multiple queries. In: Proc. of ACM MMDB'03, New Orleans, LA (2003) 86-93
10. Müller, H., Marchand-Maillet, S., Pun, T.: The truth about corel - evaluation in image retrieval. In: CIVR '02. (2002) 38-49
11. Yan, R., Jin, R., Hauptmann, A.: Multimedia search with pseudo-relevance feed-back. In: CIVR'03. (2003)
12. Westerveld, T., de Vries, A.P.: Experimental result analysis for a generative probabilistic image retrieval model. In: SIGIR '03. (2003) 135-142
13. Liu, W., Su, Z., Li, S., Y.F.Sun, H.J.Zhang: Performance evaluation protocol for content-based image retrieval algorithms/systems. In: IEEE CVPR Workshop on Empirical Evaluation Methods in Computer Vision. (2001)
14. Fagin, R.: Combining fuzzy information: An overview. In: ACM SIGMOD Record. (2002) 109-118
15. Fox, E., Shaw, J.: Combination of multiple searches. In: Proc. of TREC2. (1994)
16. Belkin, N., Cool, C., Croft, W., Callan, J.: The effect of multiple query representations on information retrieval performance. In: Proc. of ACM SIGIR'03. (1993) 339-346
17. Shaw, J., Fox, E.: Combination of multiple searches. In: Proc. of TREC3. (1995)
18. Salton, G., Fox, E., Wu, H.: Extended boolean information retrieval. In: comm. of the ACM. Volume 26. (1983) 1022-1036
19. Korfhage, R.: Information Storage and Retrieval. John Wiley and Sons, New York (1994)
20. Wang, J., Du, Y.: Scalable integrated region-based image retrieval using irm and statistical clustering. In: Proc. of JCDL'01, Roanoke, VA (2001)
21. French, J., Jin, X., Martin, W.: An empirical investigation of the scalability of a multiple viewpoint cbir system. In: Proc. of CIVR'04, Dublin, Ireland (2004) 252-260
22. French, J., Watson, J., Jin, X., Martin, W.: Using multiple image representations to improve the quality of content-based image retrieval. In: Tech. report CS-2003-10, Dept. of Computer Science, Univ. of Virginia. (2003)