Abstract
Facial aging and rejuvenation simulation is a challenging topic because keeping personal characteristics in every age is difficult problem. In this demonstration, we simulate a facial aging/rejuvenating only from a single photo. Our system alters an input face image to aged face by reconstructing every facial component with face database for target age. An appropriate facial components image are selected by a special similarity measurement between current age and target age to keep personal characteristics as much as possible. Our system successfully generated aged/ rejuvenated faces with age-related features such as spots, wrinkles, and sagging while keeping personal characteristics throughout all ages.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Fg-net aging database (2002), http://www-prima.inrialpes.fr/FGnet/
Irie, A., Takagiwa, M., Moriyama, K., Yamashita, T.: Improvements to facial contour detection by hierarchical fitting and regression. In: 2011 First Asian Conference on Pattern Recognition (ACPR), pp. 273–277. IEEE (2011)
Maejima, A., Mizokawa, A., Kuwahara, D., Morishima, S.: Facial aging simulation by patch-based texture synthesis with statistical wrinkle aging pattern model. In: Mathematical Progress in Expressive Image Synthesis I, pp. 161–170. Springer (2014)
Pérez, P., Gangnet, M., Blake, A.: Poisson image editing. ACM Transactions on Graphics (TOG) 22, 313–318 (2003)
Scherbaum, K., Sunkel, M., Seidel, H.-P., Blanz, V.: Prediction of individual non-linear aging trajectories of faces. Computer Graphics Forum 26(3), 285–294 (2007)
Suo, J., Min, F., Zhu, S., Shan, S., Chen, X.: A multi-resolution dynamic model for face aging simulation. In: IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2007, pp. 1–8. IEEE (2007)
Tanaka, M., Kamio, R., Okutomi, M.: Seamless image cloning by a closed form solution of a modified poisson problem. In: SIGGRAPH Asia 2012 Posters, p. 15. ACM (2012)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this paper
Cite this paper
Kuwahara, D., Maejima, A., Morishima, S. (2015). Facial Aging Simulator by Data-Driven Component-Based Texture Cloning. In: He, X., Luo, S., Tao, D., Xu, C., Yang, J., Hasan, M.A. (eds) MultiMedia Modeling. MMM 2015. Lecture Notes in Computer Science, vol 8936. Springer, Cham. https://doi.org/10.1007/978-3-319-14442-9_32
Download citation
DOI: https://doi.org/10.1007/978-3-319-14442-9_32
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-14441-2
Online ISBN: 978-3-319-14442-9
eBook Packages: Computer ScienceComputer Science (R0)