Unsupervised classification and recognition of human face images

Applied Mathematical Sciences

Volumn 5, Issue 41-44, 2011, Pages 2039-2048

  Benrachid, Hanane ^a   Bouroumi, Abdelaziz ^a  

^a FACULTÉ DES SCIENCES BEN M SIK   (Morocco)

Author keywords

Artificial neural networks; Face recognition; Fuzzy logic

Indexed keywords

EID: 80855165290     PISSN: None     EISSN: 1312885X     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. T. Pavlidis, 36 years on the pattern recognition front, Pattern Recognition Lettrs, vol. 24,no.1-3,pp. 1-7, January 2003.
2. S.Z.Li, A.K.Jain, Chapitre 1.Introduction, Handbook of human face recognition, Springer science and business.2005
3. A. Bouroumi, M. Limouri, and A. Essaid, Unsupervised Fuzzy Learning and Cluster Seeking, Intelligent Data Analysis, vol. 4, no. 3-4, pp. 241-253, December 2000.
4. A. K. Jain and R. C. Dubes, Algorithms for Clustering Data, Englewood Cliffs, N. J.: 1988.
5. M.T. Martin-Valdivia, L.M. Uren-Lopez and M. Garcia-Vega, The learn-ing vector quantization algorithm applied to automatic text classification tasks, Newral Networks, vol. 20, Issue 6, pp. 748-756, 2007.
6. C. M. Lee, S. S. Yang and C. L. Ho, Modified Back-propagation Al-gorithm Applied to Decision-Feedback Equalisation, Vision, Image and Signal Processing, Vol. 153, Issue 6, pp. 805-809, 2006.
7. A. Lachhab, A. Bouroumi, Benchmarking Validity Procedures for Unsu-pervised Fuzzy Pattern Classification, International Conference on Mul-timedia Computing and Systems. ICMCS 09 April 02-04, 2009 - Ouarza-zate, Morocco.
8. J.C Bezdek, Pattern Recognition with Fuzzy Objective Function Algo-rithms, New York: Plenum, 1981.
9. A.K.Jain, J. Mao, K.M. Mohiuddin, Artificial Neural Networks: A Tuto-rial Computer March 1996.
10. Computer Vision Science Research Projects data set, Available:http://cswww.essex.ac.uk/mv/allfaces/index.htm