Apparent age estimation system based on age perception

Proceedings of the SICE Annual Conference

Volumn , Issue , 2007, Pages 2808-2812

  Fukai, Hironobu ^a   Takimoto, Hironori ^b   Mitsukura, Yasue ^a   Fukumi, Minoru ^c  

^a TOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY   (Japan)

^b SASEBO NATIONAL COLLEGE OF TECHNOLOGY   (Japan)

^c UNIVERSITY OF TOKUSHIMA   (Japan)

Author keywords

Age estimation; Genetic algorithm (GA); Self organizing map (SOM)

Indexed keywords

AGE ESTIMATION; ANNUAL CONFERENCE; CONTROL ENGINEERS; FACE IMAGES; GENETIC ALGORITHM (GA); SELF-ORGANIZING MAP (SOM);

ESTIMATION;

EID: 50249123462     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SICE.2007.4421466     Document Type: Conference Paper

References (13)

1. J. T. Todd, L. S. Mark, R. E. Shaw, and J. B. Pittenger, "The perception of human growth", Scientific American Perception, vol.242, PP.106-114, 1980.
2. L.S. Mark, J.B. Pittenger, H.Hines, C. Cardio, R.E. shaw, and J.T. Todd, "Wrinkling and head shape as coordinated sources of age-level information", Perception & Psydhophysics, vol.27, pp.117-124, 1980.
3. Tsuneo Kanno, Masakazu Akiba, Yasuaki Teramachi, Hiroshi Nagahashi, Takeshi Agui, "Classification of age Group Based on Facial Images of Young Males by Using Neural Networks", IEICE Trans. Inf. & Syst, Vol.E84-D, No.8, pp.1094-1101, August 2001.
4. Y. H. Kwon and N. D. V. Lobo, "Age classification from facial images", CVPR'94, pp.762-767, Seattle, US, June 1994.
5. D.M. Burt and D.I. perrett, "Preception of age in adult daudasian male faces: computer graphic manipulation of shape and colour information", Perception, Vol.259, No.1355, pp.137-143, January 1995.
6. K. Ueki, T. Hayashida, and T.kobayashi, "Subspace-based age-group classification using facial images under various lighting conditions", Proc. of IEEE Intl. Conf. on Automatic Face and Gesture Recognition, PP.43-48, 2006.
7. Takayuki Fujiwara, Hiroyasu Koshimizu, "Age and Gender Estimations by Modeling Statistical Relationship among Faces", KES2003, LNAI2774, pp.870-876, 2003.
8. Noriko Nagata, Seiji Inokuchi, "Subjective Age Obtained from Facial Images -How Old We Feel Compared to Others", KES2003, LNAI2774, pp.877-881, 2003.
9. P.A. George and G.J. Hole, "Factors influencing the accuracy of age estimates of unfamiliar faces", Perception, vol.24, no.1, pp.1095-1073,Feb. 1995.
10. M. K. Yamaguchi, T. kato, and S. Akamatsu, "Relationship between physical traits and subjective impressions of the face - Age and sex information",IEICE Trans.vol. J79-A, no.2, pp.279-287, Feb. 1996.
11. http://www.hoip.softpia.pref.gifu.jp
12. S. Kawato, N. Tetsutani, "Circle-Frequency Filter and its Application", Proc. Int. Workshop on Advanced Image Technology, pp.217-222.
13. T. Kawaguchi, D. Hikada, and M. Rizon, "Detection of the eyes from human faces by hough transform and separability filter", Proc. of ICIP 2000, pp.49-52.