Face recognition system using Ant Colony Optimization-based selected features

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, CISDA 2007

Volumn , Issue , 2007, Pages 57-62

  Kanan, Hamidreza Rashidy ^a   Faez, Karim ^a   Hosseinzadeh, Mehdi ^b  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

^b UNIVERSITY OF ISFAHAN   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FEATURE EXTRACTION; GLOBAL OPTIMIZATION;

ANT COLONY OPTIMIZATION; CLASSIFIER PERFORMANCE; FEATURE VECTORS;

FACE RECOGNITION;

EID: 34548790022     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISDA.2007.368135     Document Type: Conference Paper

References (20)

1. A. Al-Ani, "An Ant Colony Optimization Based Approach for Feature Selection", Proceeding of AIML Conference, 2005.
2. R. Jensen, "Combining rough and fuzzy sets for feature selection", Ph.D. Thesis, University of Edinburgh, 2005.
3. M. Dorigo and G. Di Caro, "Ant Colony Optimization: A New Meta-heuristic"Proceeding of the Congress on Evolutionary Computing, 1999.
4. E. Bonabeau, M. Dorigo and G. Theraulaz, "Swarm Intelligence: From Natural to Artificial Systems", New York: Oxford University Press, 1999.
5. B. Liu, H. A. Abbass and B. McKay, "Classification Rule Discovery with Ant Colony Optimization", IEEE Computational Intelligence, Vol.3, No.1, 2004.
6. M. Dorigo, V. Maniezzo and A. Colorni, "The Ant System: Optimization by a Colony of Cooperating Agents" IEEE Transactions on Systems, Man, and Cybernetics, Part B, 26(1), 29-41,1996.
7. V. Maniezzo and A. Colorni, "The Ant System Applied to the Quadratic Assignment Problem" Knowledge and Data Engineering, 11(5), pp 769-778, 1999.
8. R. O. Duda and P. E. Hart, "Pattern Recognition and Scene Analysis Wiley", New York, 1973.
9. P. Pudil, J. Novovicova and J. Kittler, "Floating search methods in feature selection" Pattern Recognition Letters, 15, 1119-1125, 1994.
10. W. Siedlecki and J. Sklansky, "A note on genetic algorithms for large-scale feature selection", Pattern Recognition Letters, Vol. 10, No. 5, pp. 335-347, 1989.
11. M. Dorigo and C. Blum, "Ant colony optimization theory: A survey", Theoretical Computer Science 344, 243-278, 2005.
12. R. Jensen and Q. Shen, "A Rough Set-Aided System for Sorting WWW Bookmarks", Web Intelligence: Research and Development, pp. 95-105, 2001.
13. Z. Pawlak, "Rough Sets: Theoretical Aspects of Reasoning About Data", Kluwer Academic Publishing, Dordrecht, 1991.
14. H. H. GAO, H. H. YANG and X. Y. WANG, "ANT COLONY OPTIMIZATION BASED NETWORK INTRUSION FEATURE SELECTION AND DETECTION", Proceedings of the Fourth International Conference on Machine Learning and Cybernetics, 2005
15. B. Bullnheimer, R. Hartl and C. Strauss, "A new rank-based version of the Ant System: A computational study", Central European Journal for Operations Research and Economics, 7 (1), 25-38, 1999.
16. T. Stützte and H. H. Hoos, "MAX-MIN Ant System", Future Generation Computer Systems, 16 (8), 889-914, 2000.
17. Hamidreza Rashidy Kanan, Karim Faez and Mehdi Ezoji, "Face Recognition: An Optimized Localization Approach and Selected PZMI Feature Vector Using SVM Classifier", Proceeding of the International Conference on Intelligent Computing (ICIC 2006), LNCS 4113, PP. 690-696, 2006.
18. Hamidreza Rashidy Kanan, Karim Faez and Mehdi Ezoji, "An Efficient Face Recognition System Using a New Optimized Localization Method", Proceeding of the 18th International Conference on Pattern Recognition (ICPR'2006), 2006.
19. Hamidreza Rashidy Kanan and Karim Faez, "ZMI and Wavelet Transform Features and SVM Classifier in the Optimized Face Recognition system", Proceeding of the 5th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2005), PP. 295-300, 2005.
20. Hamidreza Rashidy Kanan and Karim Faez, "PZMI And Wavelet Transform Features In Face Recognition System Using A New Localization Method", Proceeding of the 31st Annual Conference of the IEEE Industrial Electronics Society (IECON 2005), PP. 2690-2694, 2005.