A feature selection framework for small sampling data in content-based image retrieval system

2005 Fifth International Conference on Information, Communications and Signal Processing

Volumn 2005, Issue , 2005, Pages 310-314

  Chung, Kien Ping ^a   Fung, Chun Che ^a   Wong, Kok Wai ^a  

^a MURDOCH UNIVERSITY   (Australia)

Author keywords

Content based image retrieval; Feature selection; Relevance feedback; Statistical discriminant analysis

Indexed keywords

DATA REDUCTION; DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; VECTORS;

KERNEL BASED APPROACH; RELEVANCE FEEDBACK; STATISTICAL DISCRIMINANT ANALYSIS;

CONTENT BASED RETRIEVAL;

EID: 34147093231     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. L. Wang, K. L. Chan, and P. Xue, "A Crterion for Optimizing Kernel Parameters in KBDA for Image Retrieval," IEEE Transactions on Systems, Man, and Cypernetics, vol. 35, pp. 556-562, 2005.
2. Y. Rui, T. S. Huang, and S. Mehrotra, "Content-Based Image Retrieval with Relevance Feedback in MARS," International Conference on Image Processing, Washington, DC, October 26-29 1997.
3. I. J. Cox, M. L. Miller, S. M. Omohundro, and P. N. Yianilos, "PicHunter: Bayesian Relevance Feedback for Image Retrieval," Proceedings of the 13th International Conference on Pattern Recognition, Vienna, Austria, August 25-29 1996.
4. D. Tao and X. Tang, "A Direct Method to Solve the Biased Discriminant Analysis in Kernel Feature Space for Content BAsed Image Retrieval," Proceedings of IEEE International Conference Acoustics, Speech, and Signal Processing, Montreal Canada, May 19 2004.
5. S. Tong and E. Chang, "Support Vector Machine Active Learning for Image Retrieval," Proceedings of 9th ACM International Multimedia Conference, Ottawa, Cananda, September 30 - October 05 2001.
6. G.-D. Guo, A. K. Jain, W.-Y. Ma, and H. J. Zhang, "Learning Similarity Measure for Natural Image Retrieval With Relevance Feedback," IEEE Transactions on Neural Networks, vol.13, pp. 811-820, 2002.
7. X. S. Zhou and T. S. Huang, "Small Sample Learning During Multimedia Retrieval using BiasMap," IEEE Conference on Computer Vision and Pattern Recognition, Hawaii, United States, December 2001.
8. K.-P. Chung and C. C. Fung, "Multiple Layer Kernel-Based Appraoch in Relevance Feedback Content-based Image Retrieval System," The Fourth International Conference on Machine Learning Cybernetics, Guangzhou, China, August 18-21 2005.
9. D. Tao and X. Tang, "Nonparametric Discriminant Analysis in Relevance for Content-based Image Retrieval," Proceedings of the 17th International Conference on Pattern Recognition, Cambridge, United Kingdom, August 23-26 2004.
10. K. Fukunaga, Introduction to Statistical Pattern Recognition, 2nd ed: Academic Press, INC, 1990.
11. X. S. Zhou and T. S. Huang, "Edge-based Structural Features for Content-based Image Retrieval," Pattern Recognition Letters, vol. 22, pp. 457-468, 2001.
12. D. K. Park, Y. S. Jeon, and C. S. Won, 'Efficient Use of Local Edge Histogram Descriptor," Proceedings of the 2000 ACM workshops on Multimedia, Los Angles, Calfomia, United States 2000.
13. M. Stricker and M. Orengo, "Similarity of Color Images," Storage and Retrieval for Image and Video Databases III, San Diego/La Jolla, CA, USA, February 5-10 1995.