Colour-based relevance feedback for image retrieval

Proceedings - International Workshop on Multi-Media Database Management Systems, MMDBMS 1998

Volumn 1998-August, Issue , 1998, Pages 116-123

  Low, Wai Chee ^a   Chua, Tat Seng ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR; DATA MINING; DATABASE SYSTEMS; DECISION TREES; IMAGE ENHANCEMENT; IMAGE RETRIEVAL; INFORMATION MANAGEMENT; INFORMATION RETRIEVAL SYSTEMS; QUERY PROCESSING;

COLOUR HISTOGRAMS; LARGE IMAGES; MULTI-INTERVAL DISCRETIZATION; NEW APPROACHES; RELEVANCE FEEDBACK; RELEVANCE JUDGEMENT; RETRIEVAL EFFECTIVENESS;

SEARCH ENGINES;

EID: 84886419733     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MMDBMS.1998.709521     Document Type: Conference Paper

References (31)

1. Carter R.C. and Carter E.C. CIELUV Color Difference Equations for Self-luminous Displays. Color Research and Applications, 8, pp. 252-253, 1983.
2. Chua T.S., Lim S.K. and Pung H.K. Content-based Retrieval of Segmented Images. Proceedings of ACM Multimedia '94, San Francisco, California, pp. 211-218, Oct. 1994.
3. Chua T.S., Tan K.L. and Ooi B.C. Fast Signature-based Color-Spatial Image Retrieval. Proceedings of IEEE International Conference on Multimedia Computing and Systems '97, Ontario, Canada, pp. 362-369, Jun. 1997.
4. Cox I.J., Miller M.L., Omohundro S.M. and Yianilos P.N. Target Testing and the PicHunter Bayesian Multimedia Retrieval System. Advanced Digital Libraries Forum '96. Washington, pp. 66-75, May 1996.
5. Cox I.J., Miller M.L., Omohundro S.M. and Yianilos P.N. PicHunter: Bayesian Relevance Feedback for Image Retrieval. International Conference on Pattern Recognition, Vienna, Austria, pp. 361-369, Aug. 1996.
6. Faloutsos C, Barber R., Flicker M., Hafner I., Niblack W., Petkovic D. and Equitz W. Efficient and effective querying by Image Content. Journal of Intelligent Information Systems, 3, pp. 231-262, 1994.
7. Fayyad U.M. and Irani K.B. Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. Proceedings of the 13th International Joint Conference on Artificial Intelligence, 2, Chambery, France, pp. 1022-1027, Aug. 1993.
8. Hsu W., Chua T.S. and Pung H.K. An Integrated Color-Spatial Approach to Content-based Image Retrieval. Proceedings of ACM Multimedia '95, San Francisco, California, pp. 305-313, Nov. 1995.
9. Huang J., Kumar S.R. and Mitra M. Combining Supervised Learning with Color Correlograms for Content-Based Image Retrieval. Proceedings of ACM Multimedia '97, Seattle, Washington, pp. 325-334, Nov. 1997.
10. Huang J., Kumar S.R., Mitra M., Zhu WJ. and Zabih R. Image Indexing Using Color Correlograms. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, San Jose, Puerto Rico, pp. 762-768, Jun. 1997.
11. Minka T.P. and Picard R.W. Interactive learning using a "society of models". IEEE Computer Society Conference on Computer Vision and Pattern Recognition, San Francisco, California, pp. 447-452, Jun. 1996.
12. Nagasaka A. and Tanaka Y. Automatic Video Indexing and Full Video Search for Object Appearances. Visual Database Systems II, pp. 113-127, Oct. 1992.
13. Pass G. and Zabih R. Histogram Refinement for Content-Based Image Retrieval. IEEE Workshop on Applications of Computer Vision, Sarasota, Florida, pp. 96-102, Dec. 1996.
14. Pass G., Zabih R. and Miller J. Comparing Images Using Color Coherence Vectors. Proceedings of ACM Multimedia '96, Boston, Massachusetts, pp. 65-73, Nov. 1996.
15. Picard R.W., Minka T.P. and Szummer M. Modeling user subjectivity in image libraries. IEEE International Conference on Image Processing, Lusanne, Switzerland, pp. 777-780, Sep. 1996.
16. Price R., Chua T.S. and Al-Hawamdeh S. Applying Relevance Feedback on a Photo Archival System. Journal of Information Science, 18, pp. 203-215, 1992.
17. Quinlan J.R. Induction of Decision Trees. Machine Learning, 1, pp. 81-106, 1986.
18. Quinlan J.R. C4.5: Programs for Machine Learning. Morgan Kaufmann, San Mateo, California, 1993.
19. Robertson S.E. and Sparck Jones K. Relevance Weighting of Search Terms. Journal of the American Society for Information Science, 27(3), pp. 129-146, 1976.
20. Rui Y., Huang T.S. and Mehrotra S. Content-Based Image Retrieval with Relevance Feedback in MARS. Proceedings of IEEE International Conference on Image Processing, Santa Barbara, California, pp. 815-818, Oct. 1997.
21. Rui Y., Huang T.S. and Mehrotra S. Relevance Feedback Techniques in Interactive Content-Based Image Retrieval. Proceedings of IS&T and SPIE Storage and Retrieval of Image and Video Databases VI, San Jose, California, Jan. 1998.
22. Rui Y., Huang T.S., Mehrotra S. and Ortega M. Automatic matching tool selection using relevance feedback in MARS. Proceedings of 2 International Conference on Visual Information Systems, San Diego, California, Dec. 1997.
23. Saltan G. Automatic Text Processing. Addison-Wesley, Reading, Massachusetts, 1989.
24. Saltan G. and Buckley C. Improving Retrieval Performance by Relevance Feedback. Journal of the American Society for Information Science, 41(4), pp. 288- 297, 1990.
25. Saltan G. and McGill M.J. Introduction to Modern Information Retrieval. McGraw-Hill, New York, 1983.
26. Shen M.J. Image Retrieval using Multiple Attributes with Relevance Feedback. M. Sc. Dissertation, Dept of Information Systems and Computer Science, National University of Singapore, 1996.
27. Smith J.R. and Chang S.F. VisualSEEk: a fully automated content-based image query system. Proceedings of ACM Multimedia '96, Boston, Massachusetts, pp. 87-98, Nov. 1996.
28. Swain M.J. and Ballard D.H. Color Indexing. International Journal of Computer Vision, 7(11), pp. 11-32, 1991.
29. Ting K.M. Discretization of Continuous-Valued Attributes and Instance-Based Learning. Technical Report 491, Basser Department of Computer Science, University of Sydney, 1994.
30. Utgoff P.E. Incremental Induction of Decision Trees. Machine Learning, 4, pp. 161-186, 1989.
31. Wang J., Yang W.J. and Acharya R. Color Clustering Techniques for Color-Content-Based Image Retrieval from Image Databases. Proceedings of IEEE International Conference on Multimedia Computing and Systems '97, Ontario, Canada, pp. 442-449, Jun. 1997.