A new method for image classification by using multilevel association rules

Proceedings - International Workshop on Biomedical Data Engineering, BMDE2005

Volumn 2005, Issue , 2005, Pages 1180-

  Tseng, Vincent S ^a   Wang, Ming Hsiang ^a   Su, Ja Hwung ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ASSOCIATION RULES; CLUSTER ANALYSIS; FEATURE EXTRACTION; IMAGE RETRIEVAL; MULTIMEDIA SYSTEMS;

CONCEPTUAL ASSOCIATIONS; HIERARCHICAL CLUSTERING METHODS; MULTIMEDIA APPLICATIONS;

IMAGE CLASSIFICATION;

EID: 33947161994     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2005.164     Document Type: Conference Paper

References (20)

1. Zaher Aghbari and Akifumi Makinouchi, "Semantic Approach to Image Database Classification and Retrieval," Nil Journal, no. 7, September, 2003.
2. R. Agrawal, T. Imielinkski, and A. Swami, "Mining Association Rules between Sets of Items in Large Databases," Proc. of ACM SIGMOD, pages 207-216, May 1993.
3. A. Barla, F. Odone, and A. VerriOld, "Fashioned State-of-the-Art Image Classification," ICIAP 2003.
4. Chad Carson, Serge Belongie, Hayit Greenspan, and Jitendra Malik, "Color- and Texture-based Image Segmentation Using the Expectation- Maximization Algorithm and Its Application to Content-Based Image Retrieval," Int. Conf. Computer Vision, Bombay, India, Jan 1998.
5. Chad Carson, Serge Belongie, Hayit Greenspan, and Jitendra Malik, "Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying," IEEE Trans. on Pattern Analysis and Machine Intelligence, 24(8), 1026-1038, August 2002.
6. S. F. Chang, W. Chen, H. J. Meng, H. Sundaram, and D. Zhong, "A Fully Automated Content-Based Video Search Engine Supporting Spatiotemporal Queries," IEEE Transactions on Circuit and Systems for Video Technology, Vol. 8, No. 5, September 1998.
7. M. Flickner, H. Sawhney, J. Ashley, Q. Huang, B.Dom, M. Gorkani, J. Hafner, D. Lee, D. Petkovic, D. Steele, and P. Yanker, "Query By Image and Video Content: The QBIC System," IEEE Computer Magazine, Sep. 1995.
8. S. Fortin and L. Liu, "An Object-oriented Approach to Multi-level Association Rule Mining," Proc. of the International Conf. on Information and Knowledge Management (CIKM'96), ACM Press, November 12-16, Rockville, Maryland, USA. 1996.
9. S. Guha, R. Rastogi, and K. Shim, "CURE: An Efficient Clustering Algorithm for Large Databases," In ACM-SIGMOD International Conference Management of Data, p.p. 73-84, 1998.
10. st VLDB Conference Zurich, Switzerland, 1995.
11. J. Han and Y. Fu, "Discovery of Multiple-Level Association Rules in Large Databases," IEEE Transactions on Knowledge and Data Engineering, Vol. 11, No. 5, September/October 1999.
12. Jing Huang, Ravi Kumar, and Ramin Zabih, "An Automatic Hierarchical Image Classification Scheme," ACM Multimedia, 1998.
13. Z. Kato, J. Zerubia, and M. Berthod, "Unsupervised parallel image classification using a hierarchical Markovian model," 1995 IEEE 5th International Conference on Computer Vision, pp. 169-174, Los Alamitos, 1995.
14. J.Li, A. Najmi, and R.M.Gray, "Image classification by a two-dimension hidden Markov model," IEEE Transaction on Signal Processing, vol. 48, no. 2, pp. 517-533, February 2000.
15. Ze-Nian Li, Osmar R. Zaiane, and Zinovi Tauber, "Illumination Invariance and Object Model in Content-Based Image and Video Retrieval," Journal of Visual Communication and Image Representation, Academis Press. Vol. 10, No. 3, pp. 219-244, 1999.
16. Bing Liu, Wynne Hsu, Yiming Ma, "Integrating Classification and Association Rule Mining," Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98, full paper), New York, USA, 1998.
17. T. Ohashi, Z. Aghbari, A. Makinouchi, "Hill-Climbing Algorithm for Efficient Color-Based Image Segmentation," IASTED Int'l Conf. On Signal Processing, Pattern Recognition, and Applications (SPPRA 2003), Rhodes, Greece, June, 2003.
18. J.R.Smith and S-F.Chang, "VisualSEEK: A fully automated content-based image query system," ACM Multimedia Conf, Nov. 1996.
19. M. Szummer and R.W. Picard, "Indoor-Outdoor Image Classification," IEEE International Workshop on Content-based Access of Image and Video Databases, in conjunction with ICCV'98. Bombay, India, 1998.
20. S. M. Tseng and C. F. Chiu, "Mining Multi-Level and Location-Aware Associated Service Patterns in Mobile Environments," IEEE Transactions on Systems, Man and Cybernetics - Part B, Vol. 34, No. 6, December, 2004.