Toward automatic simulation of aging effects on face images
作者： A. Lanitis , C.J. Taylor , T.F. Cootes
DOI: 10.1109/34.993553
关键词:
摘要: The process of aging causes significant alterations in the facial appearance of individuals. When compared with other sources of variation in face images, appearance variation due to aging displays some unique characteristics. Changes in facial appearance due to aging can even affect discriminatory facial features, resulting in deterioration of the ability of humans and machines to identify aged individuals. We describe how the effects of aging on facial appearance can be explained using learned age transformations and present experimental …
manchester.ac.uk
acm.org
core.ac.uk
computer.org参考文章(20)
G. J. Edwards, T. F. Cootes, C. J. Taylor, Face Recognition Using Active Appearance Models european conference on computer vision. pp. 581- 595 ,(1998) , 10.1007/BFB0054766
G.J. Edwards, C.J. Taylor, T.F. Cootes, Interpreting face images using active appearance models ieee international conference on automatic face and gesture recognition. pp. 300- 305 ,(1998) , 10.1109/AFGR.1998.670965
A. Lanitis, C.J. Taylor, Towards automatic face identification robust to ageing variation ieee international conference on automatic face and gesture recognition. pp. 391- 396 ,(2000) , 10.1109/AFGR.2000.840664
Vicki Bruce, Mike Burton, Tony Doyle, Neal Dench, Further experiments on the perception of growth in three dimensions Perception & Psychophysics. ,vol. 46, pp. 528- 536 ,(1989) , 10.3758/BF03208149
A.J O'Toole, T Price, T Vetter, J.C Bartlett, V Blanz, 3D shape and 2D surface textures of human faces: the role of “averages” in attractiveness and age Image and Vision Computing. ,vol. 18, pp. 9- 19 ,(1999) , 10.1016/S0262-8856(99)00012-8
Robert E. Shaw, Leonard S. Mark, John B. Pittenger, Perceptual information for the age level of faces as a higher order invariant of growth. Journal of Experimental Psychology: Human Perception and Performance. ,vol. 5, pp. 478- 493 ,(1979) , 10.1037//0096-1523.5.3.478
Alice J O'Toole, Thomas Vetter, Harald Volz, Elizabeth M Salter, Three-dimensional caricatures of human heads : distinctiveness and the perception of facial age Perception. ,vol. 26, pp. 719- 732 ,(1997) , 10.1068/P260719
Robert E. Shaw, John B. Pittenger, Aging faces as viscal-elastic events: implications for a theory of nonrigid shape perception. Journal of Experimental Psychology: Human Perception and Performance. ,vol. 1, pp. 374- 382 ,(1975) , 10.1037//0096-1523.1.4.374
T.F. Cootes, C.J. Taylor, D.H. Cooper, J. Graham, Active shape models—their training and application Computer Vision and Image Understanding. ,vol. 61, pp. 38- 59 ,(1995) , 10.1006/CVIU.1995.1004
Leonard S. Mark, James T. Todd, The perception of growth in three dimensions Perception & Psychophysics. ,vol. 33, pp. 193- 196 ,(1983) , 10.3758/BF03202839