A person-specific, rigorous aging model of the human face

Pattern Recognition Letters

Volumn 27, Issue 15, 2006, Pages 1776-1787

 

^a née Hill), Catherine M   (United Kingdom)

Author keywords

Age progression; PCA; Pose compensation

Indexed keywords

IMAGE ANALYSIS; INFORMATION SCIENCE; MATHEMATICAL MODELS; OPTIMIZATION; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL METHODS; TRAJECTORIES;

AGE PROGRESSION; AGING TRAJECTORIES; MODEL SPACE; POSE COMPENSATION;

FACE RECOGNITION;

EID: 33748462437     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2006.02.007     Document Type: Article

References (19)

1. Bogin B. Patterns of Human Growth. second ed. (1999), Cambridge University Press
2. Burt D., and Perrett D. Perception of age in adult Caucasian male faces: Computer graphic manipulation of shape and colour information. Roy. Soc. London Ser. B 259 (1995) 137-143
3. Cootes T., Edwards G., and Taylor C. Active appearance models. IEEE Pattern Anal. Machine Intell. 23 6 (2001) 681-685
4. Enlow D., and Hans M. Essentials of Facial Growth (1996), W.B. Saunders Company
5. Frowd C., Hancock P., and Carson D. EvoFIT: A holisitc, evolutionary facial imaging technique for creating composites. ACM Trans. Appl. Percept. 1 1 (2004) 19-39
6. Gibson S., Solomon C., Maylin M., and Pallares-Bejarano A. Facial attribute manipulation for composite systems and computer graphics applications. In: Hamza M. (Ed). 3rd IASTED International Conference on Visualisation, Imaging and Imaging Processing, 8th-10th September 2003. International Association of Science and Technology Development vol. 1 (2003), Acta Press, Benalmadena, Spain 146-151
7. Gibson S., Solomon C., and Pallares-Bejarano A. Synthesis of photographic quality facial composites using evolutionary algorithms. In: Harvey R., and Bangham J.A. (Eds). British Machine Vision Conference, British Machine Vision Association, 9th-11th September 2003 (2003), BMVA Press, University of East Anglia, Norwich, UK 221-230
8. Hill C., Solomon C., and Gibson S. Plausible aging of the human face using a statistical model. In: Hamza M. (Ed). 7th IASTED International Conference on Computer Graphics and Imaging. International Association of Science and Technology for Development, 17th-19th August 2004 (2004), Acta Press, Kauai, Hawaii, USA 56-59
9. Hill C., Solomon C., and Gibson S. Aging the human face - a statistically rigorous approach. The IEE International Symposium on Imaging for Crime Detection and Prevention, 7th-8th June 2005. IEE Visual Information Engineering Professional Network (2005), Wrightsons, The Institution of Electrical Engineers (IEE), London, UK 89-94
10. Hill C., Solomon C., and Gibson S. Towards a semi-automatic method for the statistically rigorous aging of the human face. The IEE International Conference on Visual Information Engineering: Convergence in Graphics and Vision, 4th-6th April 2005. IEE Visual Information Engineering Professional Network (2005), Institution of Electrical Engineers, London, University of Glasgow, Glasgow, UK 9-15
11. Hutton T., Buxton B., Hammond P., and Potts H. Estimating average growth trajectories in shape-space using kernel smoothing. IEEE Trans. Med. Imag. 22 6 (2003) 747-753
12. Lanitis A., Taylor C., and Cootes T. Toward automatic simulation of aging effects on face images. IEEE Trans. Pattern Anal. Machine Intell. 24 4 (2002) 442-455
13. Miller, G., 1995. National Center for Missing and Exploited Children, Charles B. Wang International Children's Building, 699 Prince Street, Alexandria, VA, 22314-3175, USA. Available from: (accessed 02.02.04).
14. Neville, W., 2001. Florence County Sheriff's Office, Florence, SC, USA. Available from: (accessed 20.04.04).
15. Pittenger J., and Shaw R. Aging faces as visual-elastic events: Implications for a theory of nonrigid shape perception. Exp. Psychol.: Human Percept. Perform. 1 4 (1975) 374-382
16. Pittenger J., Shaw R., and Mark L.S. Perceptual information for the age level of faces as a higher order invariant of growth. Exp. Psychol.: Human Percept. Perform. 5 3 (1979) 478-493
17. Stegmann, M., 2000. Active appearance models-theory, extensions & cases, second ed. Master's thesis, Technical University of Denmark.
18. Taylor K.T. Forensic Art & Illustration (2000), CRC Press
19. Waldron, D., 2005. Ocean Drive, Santa Monica, CA, 90402, USA. Available from: (accessed 20.04.04).