Image-based Aging Using Evolutionary Computing

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@Article{Hubball:2008:CGF,

• author = "Daniel Hubball and Min Chen and Phil W. Grant",
• title = "Image-based Aging Using Evolutionary Computing",
• journal = "Computer Graphics Forum",
• year = "2008",
• volume = "27",
• number = "2",
• pages = "607--616",
• note = "EUROGRAPHICS 2008 / G. Drettakis and R. Scopigno (Guest Editors)",
• keywords = "genetic algorithms, genetic programming, I.3.3 Computer Graphics, Picture/Image Generation; I.3.6 Computer Graphics, Methodology and Techniques; I.2.8 Artificial Intelligence, Problem Solving, Control Methods and Search",
• ISSN = "1467-8659",
• publisher = "Blackwell Publishing Ltd",
• URL = "http://dx.doi.org/10.1111/j.1467-8659.2008.01158.x",
• DOI = "doi:10.1111/j.1467-8659.2008.01158.x",
• abstract = "Ageing has considerable visual effects on the human face and is difficult to simulate using a universally-applicable global model. In this paper, we focus on the hypothesis that the patterns of age progression (and regression) are related to the face concerned, as the latter implicitly captures the characteristics of gender, ethnic origin, and age group, as well as possibly the person-specific development patterns of the individual. We use a data-driven framework for automatic image-based facial transformation in conjunction with a database of facial images. We build a novel parametrised model for encoding age-transformation in addition with the traditional model for face description. We use evolutionary computing to learn the relationship between the two models. To support this work, we also developed a new image warping algorithm based on non-uniform radial basis functions (NURBFs). Evolutionary computing was also used to handle the large parameter space associated with NURBFs. In comparison with several different methods, it consistently provides the best results against the ground truth.",
• notes = "Also known as \cite{CGF:CGF1158}",

}

Genetic Programming entries for Daniel Hubball Min Chen Phil W Grant

Citations