Expert system based on artificial neural networks for content-based image retrieval

Expert Systems with Applications

Volumn 29, Issue 3, 2005, Pages 589-597

  Park, Sang Sung ^a   Seo, Kwang Kyu ^b   Jang, Dong Sik ^a  

^a Korea University   (South Korea)

^b Sangmyung University   (South Korea)

Author keywords

Content based image retrieval; Fuzzy ART; Gray level co occurrence matrix; HSV joint histogram; Image clustering

Indexed keywords

ALGORITHMS; CONTENT BASED RETRIEVAL; DATABASE SYSTEMS; FUZZY SETS; IMAGE ANALYSIS; NEURAL NETWORKS; NEUROLOGY; SPURIOUS SIGNAL NOISE;

CONTENT-BASED IMAGE RETRIEVAL; FUZZY-ART; GRAY-LEVEL CO-OCCURRENCE MATRICES; HSV JOINT HISTOGRAMS; IMAGE CLUSTERING;

EXPERT SYSTEMS;

EID: 24144470789     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2005.04.027     Document Type: Article

References (24)

1. Bach, J. R., Fuller, C., Gupta, A., Hampapur, A., Horowitz, B., Humphrey, R., et al. (1996). The virage image search engine: An open framework for image management. In Proceedings of SPIE Vol. 2670: Storage and retrieval for images and video databases IV (76-86).
2. Barros, J., French, J., Martin, W., Kelly, P., & Cannon, M. (1996). Using the triangle inequality to reduce the number of comparisons required for similarity-based retrieval. In Proceedings of SPIE Vol. 2670: Storage and retrieval for image and video databases IV (392-403).
3. Berchtold, S., Keim, D. A., & Kriegel, H.-P. (1996). The X-tree: An index structure for high-dimensional data. In Proceedings of 22nd international conference on very large data bases (28-39).
4. Berman, A., & Shapiro, L. G. (1997). Efficient image retrieval with multiple distance measures. In Proceedings of SPIE Vol. 3022: Storage and retrieval for image and video databases V (12-21).
5. G.A. Carpenter, and S. Grossberg A massively parallel architecture for a self-organizing neural pattern recognition machine Computer Vision, Graphics, and Image Processing 37 1987 54 115
6. G.A. Carpenter, S. Grossberg, and D.B. Rosen Fuzzy-ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system Neural Networks 4 1991 759 771
7. C. Carson, S. Belongie, H. Greenspan, and J. Malick Blobworld: Image segmentation using expectation-maximization and its application to image querying IEEE Transaction on Pattern Analysis and Machine Intelligence 24 8 2002 1026 1638
8. L.S. Davis Shape matching using relaxation techniques IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI-1 1979 60 72
9. M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, and B. Dom Query by image content: The QBIC system IEEE Computer 28 9 1995 23 31
10. T. Gevers, and A.W.M. Smeulders Pictoseek: Combining color and shape invariant features for image retrieval IEEE Transactions on Image Processing 9 1 2000 102 119
11. R.M. Haralick, K. Shanmugam, and I. Dinstein Texture features for image classification IEEE Transactions on Systems, Man, and Cybernetics SMC-3 6 1973 610 621
12. A.K. Jain, and A. Vailaya Shape-based retrieval: A case study with trademark image databases Pattern Recognition 31 9 1998 1369 1390
13. K.-I. Lin, H.V. Jagadish, and C. Faloutsos The TV-tree: An index structure for high-dimensional data VLDB Journal 3 4 1994 517 549
14. W.Y. Ma, and B.S. Manjunath Netra: A toolbox for navigating large image databases Multimedia Systems 7 3 1999 184 198
15. Manjunath, B. S., & Ma, W. Y. (1995). Texture features for browsing and retrieval of image data. Technical Report CIPR TR-95-06.
16. A. Pentland, R.W. Picard, and S. Sclaroff Photobook: Content-based manipulation of image databases International Journal of Computer Vision 18 3 1996 233 254
17. Y. Rui, T.S. Huang, M. Ortega, and S. Mehrotra Relevance feedback: A power tool in interactive content-based image retrieval IEEE Transactions on Circuits Systems for Video Technology 8 5 1998 644 655
18. Sethi, I. K., Coman, I., Day, B., Jiang, F., Li, D., Segovia-Juarez, J., et al. (1998). Color-WISE: A system for image similarity retrieval using color. In Proceedings of SPIE Vol. 3312: Storage and retrieval for image and video databases VI (140-149).
19. Smith, J. R., & Chang, S.-E. (1996). VisualSEEK: A fully automated content-based image query system. In Proceedings of ACM Multimedia (87-98).
20. Smith, J. R., & Chang, S.-F. (1996). Tools and techniques for color image retrieval. In Proceedings of SPIE Vol. 2670: Storage and retrieval for image and video databases IV (426-437).
21. M. Swain, and D. Ballard Color indexing International Journal of Computer Vision 7 1 1991 11 32
22. H. Tamura, S. Mori, and T. Yamawaki Texture features corresponding to visual perception IEEE Transactions on Systems, Man, and Cybernetics SMC-8 6 1978 460 473
23. White, D. A., & Jain, R. (1996). Similarity indexing with the SS-tree. In Proceedings of 12th IEEE International Conference on Data Engineering (516-523).
24. C.T. Zahn, and R.Z. Roskies Fourier descriptors for plane closed curves IEEE Transactions on Computer C-21 1 1972 269 281