Spectral Regression based age determination

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010

Volumn , Issue , 2010, Pages 103-107

  Luu, Khoa ^a   Dai Bui, Tien ^a   Suen, Ching Y ^a   Ricanek Jr , Karl ^b  

^a Gina Cody School of Engineering and Computer Science   (Canada)

^b UNIVERSITY OF NORTH CAROLINA WILMINGTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ABSOLUTE ERROR; ACCURACY RATE; AGE DETERMINATION; AGE GROUPS; CLASS-DISTANCE; FEATURE SETS; FEATURE VECTORS; INTER-CLASS DISTANCE; LINEAR ENCODING; MATCH SCORE; PHYSIOLOGICAL GROWTH; PRINCIPAL COMPONENTS ANALYSIS;

COMPUTER VISION; ENCODING (SYMBOLS); FEATURE EXTRACTION; PRINCIPAL COMPONENT ANALYSIS; TECHNICAL PRESENTATIONS;

FACE RECOGNITION;

EID: 77956516921     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2010.5544612     Document Type: Conference Paper

References (12)

1. M. Albert, K. Ricanek and E. Patterson, A review of the literature on the aging adult skull and face: Implications for forensic science research and applications, Journal of Forensic Science International, Apr. 2007.
2. K. Luu, T. D. Bui, K. Ricanek and C. Y. Suen, Age-Estimation using Active Appearance Models and Support Vector Machine Regression, Proceedings of the IEEE Conference on Biometrics: Theory, Applications, and Systems (BTAS), Washington D.C., Sept. 2009.
3. Y. Kwon and N. V. Lobo, Locating facial features for age classification, Proceedings of SPIE - the Intl. Society for Optical Engineering, v.2055,62-72,1993.
4. S. Yan, M. Liu, T. Huang, Extracting Age Information from Local Spatially Flexible Patches, ICASSP, 2008.
5. S. Yan, X. Zhou, M. Liu, M. Hasegawa-Johnson, T. S. Huang, Regression from Patch-Kernel, ICPR, 2008.
6. A. Lanitis, Comparative Evaluation of Automatic Age-Progression Methodologies, EURASIP Journal on Advances in Signal Processing, vol.8, issue 2, Jan. 2008.
7. T. F. Cootes, G. J. Edwards, C. J. Taylor, Active Appearance Models, ECCV, 1998.
8. X. Geng, Z. Zhou, and K. Smith-Miles, Automatic age estimation based on facial aging patterns, PAMI, vol.29, no.12, pp. 2234-2240, 2007.
9. D. Cai, X. He and J. Han, Spectral Regression for Efficient Regularized Subspace Learning, IEEE Intl Conference on Computer Vision (ICCV), Rio de Janeiro, Oct. 2007.
10. D. Cai, X. He, J. Han, Spectral Regression: A Unified Subspace Learning Framework for Content-Based Image Retrieval, ACM Multimedia, Augsburg, Sept. 2007.
11. D. Cai, X. He and J. Han, Spectral Regression for Dimensionality Reduction, Department of Computer Science Technical Report No. 2856, U. of Illinois at Urbana-Champaign (UIUCDCS-R-2007-2856), May 07.
12. F. R. K. Chung, Spectral Graph Theory, vol. 92, Regional Conference Series in Mathematics AMS, 1997.