Relevance feedback technique for content-based image retrieval using neural network learning

Proceedings of the 2006 International Conference on Machine Learning and Cybernetics

Volumn 2006, Issue , 2006, Pages 3692-3696

  Wang, Bing ^a   Zhang, Xin ^a   Li, Na ^a  

^a HEBEI UNIVERSITY   (China)

Author keywords

Content based image retrieval; Feature extraction; Neural network learning; Relevance feedback; Similarity measure

Indexed keywords

FEATURE EXTRACTION; LEARNING SYSTEMS; NEURAL NETWORKS; PROBLEM SOLVING; QUERY PROCESSING;

LEARNING PROBLEMS; NEURAL NETWORK LEARNING; RELEVANCE FEEDBACK (RF); SIMILARITY MEASURES;

CONTENT BASED RETRIEVAL;

EID: 33947244528     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2006.258628     Document Type: Conference Paper

References (9)

1. Y. Chen, J. Z. Wang, and Robert Krovetz, "CLUE: Cluster-Based Retrieval of Images by Unsupervised Learning," IEEE Trans. Image Proc., vol.14, no. 8, pp.1187-1201,Aug. 2005.
2. M. Swain and D. Ballard, "Color Indexing," International Journal of Computer Vision, vol.7, no. 1,pp. 11-32,1991.
3. Jia Li, J. Z. Wang, Gio Wiederhold, "IRM: Integrated Region Matching for Image Retrieval," In Proc. ACM Multimedia, pp.147-156, 2000.
4. J. Z. Wang, Jia Li, Gio Wiederhold, "SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture Libraries," IEEE Tran. Pattern Anal. Mach. Intell., vol.23, no.9,pp.947-963,Sep.2001.
5. A. W. M. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain, "Content-Based Image Retrieval at The End of The Early Years, "IEEE Trans. Pattern Anal. Mach. Intell., vol.22,no.12,pp.1349-1380,Dec. 2000.
6. Yo-Ping Huang, Tsun-Wei Chang, and Chi-Zhan Huang, "A fuzzy Feature Clustering with Relevance Feedback Approach to Content-Based Image Retrieval," International Symposium on Virtual Environments, Human-Computer Interfaces, and Measurement Systems, pp: 57-62,2003.
7. Y. Rui, T. S. Huang, M. Ortega, and S. Mehrotra, "Relevance Feedback: a Power Tool for Interactive Content-Based Image Retrieval," IEEE Trans. On Circuits and Systems for Video Technology, vol.8, no.5, pp.644-655, Sep. 1998.
8. Zhang Y. J., Image Segmentation. Beijing: Science Press, 2001.
9. Lei Zhang, Fuzong Lin, Bo Zhang, "Support Vector Machine Learning for Image Retrieval," IEEE Region 10 Annual International Conference 1999(TENCON'99), pp.166-169, 1999.