Human age estimation using enhanced bio-inspired features (EBIF)

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2010, Pages 1589-1592

  El Dib, Mohamed Y ^a   El Saban, Motaz ^a  

^a Cairo University   (Egypt)

Author keywords

ASM; Automatic age estimation; Facial feature extraction

Indexed keywords

ACTIVE SHAPE MODELS; AGE ESTIMATION; AGING PROCESS; ASM; AUTOMATIC INITIALIZATION; BIO-INSPIRED; BIOLOGICALLY INSPIRED FEATURES; DATA SETS; FACIAL AREA; FACIAL FEATURE; FACIAL FEATURE EXTRACTION; FACIAL IMAGES; HUMAN AGE ESTIMATION; HUMAN FACES; RESEARCH AREAS; REVERSIBLE PROCESS; STATE-OF-THE-ART METHODS;

ALGORITHMS; CLASSIFICATION (OF INFORMATION); ESTIMATION; FACE RECOGNITION; IMAGING SYSTEMS;

FEATURE EXTRACTION;

EID: 78651088840     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2010.5651440     Document Type: Conference Paper

References (16)

1. J. Suo, S. Zhu, S. Shan and X. Chen, "A Compositional and Dynamic Model for Face Aging". IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009.
2. X. Geng., Z.-H.Zhou., and K. Smith-Miles. "Automatic age estimation based on facial aging patterns". IEEE Trans. on PAMI, 29(12):2234-2240, 2007.
3. A. Lanitis, C. Draganova, and C. Christodoulou. "Comparing different classifiers for automatic age estimation". IEEE Trans. on SMC-B, 34(1):621-628, 2004.
4. FG-NET aging database. In http://www.fgnet.rsunit.com/.
5. Y. Kwon and N. Lobo."Age classification from facial images". Computer Visionand Image Understanding, 74(1):1-21, 1999.
6. Mu, G.W., Guo, G.D., Fu, Y., Huang, T.S. "Human age estimation using bio-inspired features", CVPR09(112-119).
7. T. F. Cootes, C. J. Taylor, D. H. Cooper and J. Graham. "Active Shape Models - theirTraining and Application". CVIU 61, 38-59 (1995).
8. Y. Fu, Y. Xu, and T. S. Huang, "Estimating human ages by manifoldanalysis of face pictures and regression on aging features," in Proc.IEEE Conf. Multimedia Expo., 2007, pp. 1383-1386.
9. A. Lanitis, C. Taylor, and T. Cootes, "Toward automatic simulation ofaging effects on face images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 4, pp. 442-455, Apr. 2002.
10. Y. Wei "Research on Facial Expression Recognition and Synthesis", Master Thesis, 2009.
11. GG. Guo, Y. Fu, T. Huang, and C. Dyer. "Locally adjustedrobust regression for human age estimation". In IEEE WACV, 2008.
12. S. Yan, H. Wang, T. S. Huang, and X. Tang. "Ranking with uncertain labels".InIEEE conf. on Multimedia and Expo, pages 96-99, 2007.
13. S. Yan, H. Wang, X. Tang, and T. Huang. "Learning autostructured regressor from uncertain nonnegative labels". In IEEE conf. on ICCV, 2007.
14. K. Ricanek and T. Tesafaye, "MORPH: A longitudinal image database of normal adult age-progression," in Proc. the 7th Int'l Conf. Automatic Face and Gesture Recognition, Southampton, UK, 2006, pp. 341-345.
15. J. Mutch and D. Lowe. "Object class recognition and localization using sparse features with limited receptive fields". In CVPR pages 11-18, 2006.
16. V. N. Vapnik, "Statistical Learning Theory", John Wiley, New York 1998.