Memetic algorithms for feature selection in face recognition

Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008

Volumn , Issue , 2008, Pages 931-934

  Kumar, Dinesh ^a   Kumar, Shakti ^b   Rai, C S ^c  

^a GJU S and T ^*  (India)

^b IST Klawad   (India)

^c University School of Information Technology   (India)

Author keywords

[No Author keywords available]

Indexed keywords

EVOLUTIONARY ALGORITHMS; FEATURE EXTRACTION; INTELLIGENT CONTROL; INTELLIGENT SYSTEMS; PRINCIPAL COMPONENT ANALYSIS;

EIGENFACE METHODS; FACE RECOGNITION SYSTEMS; FEATURE SELECTIONS; MEMETIC ALGORITHMS; NEW APPROACHES; ORL FACE DATABASES; PRINCIPAL COMPONENTS; RECOGNITION RATES;

FACE RECOGNITION;

EID: 55349138108     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HIS.2008.53     Document Type: Conference Paper

References (14)

1. R.Chellappa, C. Wilson, and S. Sirohey, "Human and Machine Recognition of Face: A Survey," Proc. of IEEE, Vol.83, pp. 705-740, 1995.
2. W.Zhao, R. Chellapa, A. Rosenfeld, P.J Phillips, "Face Recognition: A Literature Survey ,"ACM Computing Surveys, Vol.35, No.4, pp. 399-458, 2003
3. M. Turk and A. Pentland, "Eigenfaces for Recognition," Journal of Cognitive Neuroscience, Vol.3, No. 1, pp.71-86, 1991
4. D.L.Swets and J.J.Weng, "Using Discriminant Eigenfeatures for Image Retrieval," IEEE Trans, on Pattern Analysis and Machine Intelligence, Vol.18, No.8, pp.831-836, 1996
5. M.S. Bartlett, H.M. Lades and T.J. Sejnowski, "Independent Component Representations for Face Recognition," Proc. of the SPIE, 3299, pp. 528-539, 1998.
6. H.J.Holz and M.H. Loew, "Relative Feature Importance: A Classifier Independent Approach to Feature Selection," In: E.S.Gelsema and N.L.Kanal (eds), Pattern Recognition in Practice IV, pp 473-487, Amsterdam: Elsevier, 1994
7. N.Kwak, C.h.Choi, "Input Feature Selection by Mutual Information Based on Parzen Window,"IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 24, No.12, pp 1667-1671, 2002
8. C.Liu and H.Wechsler, "Evolutionary Pursuit and its Application to Face Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 22, No.6, pp. 570-582, 2000
9. J.Kittler, "Feature Set Search Algorithms," Pattern Recognition and Signal Processing, Sijhoff and Noordhoff, the Netherlands, 1978
10. P. M. Narendra and K. Fukunaga, "A Branch and Bound algorithm for Feature Subset Selection," IEEE Trans. on Computers, C-26, pp 917-922, 1977
11. Zhong Yan and Chunwei Yuan, "Ant Colony Optimization for Feature Selection in Face Recognition," In D. Zhang and A.K.Jain (Eds), LNCS 3072, pp 221-226, Springer Verlag Berlin Heidelberg 2004
12. R. Dawkins, The selfish gene, Oxford: Oxford University Press; 1976.
13. [13]M. Yu, G. Yan, Q-W Zhu, "New Face Recognition Method Based on DWT/DCT Combined Feature Selection," Proc. of Fifth Inter. Conf. on Machine Learning and Cybernetics, pp. 3233-3236, Aug. 2006
14. http://www.cam-orl.co.uk/facedatabase.html