An analysis of the gender and age differentiation using facial parts

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 4, Issue , 2005, Pages 3432-3436

  Kawano, Takuya ^a   Kato, Kunihito ^a   Yamamoto, Kazuhiko ^a  

^a GIFU UNIVERSITY   (Japan)

Author keywords

Age; Facial parts; Four directional features field; Gender classification; Linear discriminant analysis

Indexed keywords

AGE; FACIAL PARTS; FOUR DIRECTIONAL FEATURES FIELD; GENDER CLASSIFICATION; LINEAR DISCRIMINANT ANALYSIS;

FACE RECOGNITION; FEATURE EXTRACTION; IMAGE ANALYSIS; VARIATIONAL TECHNIQUES;

CYBERNETICS;

EID: 27944457980     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Brown E, and Perrett DI, "What Gives a Face Its Gender?," Perception 22, 1993, pp. 829-840.
2. Yamaguchi M K, Hirukawa T, and Kanazawa S, "Judgment of Gender through Facial Parts," Perception 24, 1995, pp. 563-575.
3. J. Hayashi, M. Yasumoto, H. Ito, and H. Koshimizu, "Age and Gender Estimation and Modeling by Means of Facial Image Processing," KES2001, Vol. 69, 2001, pp. 1128-1136.
4. T. Hayashi, and H. Koshimizu, "Age and Gender Estimation Using Wrinkles," FCV2003, 2003, pp. 205-210.
5. K. Balci, and V. Atalay, "PCA for Gender Estimation: Which Eigenvectors Contribute?," ICPR2002, Vol. 3, 2002, pp. 363-366.
6. B.A. Golomb, D.T. Lawrence, and T.J. Sejnowski, "Sexnet: A Neural Network Identifies Sex from Human Faces," NIPS, Vol. 3, 1991, pp. 572-577.
7. MH. Yang, and B. Moghaddam, "Support Vector Machines for Visual Gender Classification," ICPR 2000, Vol. 1, 2000, pp. 1115-1118.
8. K. Yamamoto, H. Yamada, and T. Saito, "Current State of Recognition Method for Japanese Characters and Database for Research of Handprinted Character Recognition," IWFHR-2, 1991, pp. 105-114.
9. H. Hongo, M. Ohya, M. Yasumoto, Y. Niwa, and K. Yamamoto, "Focus of Attention for Face and Hand Gesture Recognition Using Multiple Cameras," Proc. FG2000, 2000, pp. 156-161.
10. J. Daugman, "Entropy Reduction and Decorrelation in Visual Coding by Oriented Neural Receptive Fields," IEEE Trans. Biomed. Eng., Vol. 36, No. 1, 1989, pp. 107-114.
11. J.J Atick, and A.N. Redlich, "What Does the Retina Know about Natural Scenes?," Neural Computation, Vol. 4, No. 2, 1992, pp. 196-210.
12. B.A Olshausen, and D.J. Field, "Sparse Coding with an Overcomplete Basis Set: A Strategy Employed by VI?," Vision Research, Vol. 37, 1997, pp. 3311-3325.
13. R.P.N Rao, and D.H Ballard, "Efficient Encoding of Natural Time Varying Images Produces Oriented Space-time Receptive Fields," Tech. Rep., 97.4, Dept of Corp Sci, Univ of Rochester, 1997.
14. http://www.hoip.softopia.pref.gifu.jp/.