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Evolutionary Morphing of Facial Images for Aging Simulation (2006)
BibTeX
@MISC{Hubball06evolutionarymorphing,
author = {Daniel Hubball and Min Chen and Phil W. Grant},
title = { Evolutionary Morphing of Facial Images for Aging Simulation},
year = {2006}
}
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Abstract
Aging has considerable effects on the appearance of the human face and is difficult to simulate using a universally-applicable global model. In this paper, we present a data-driven framework for facial age progression (and regression) automatically in conjunction with a database of facial images. We build parameterized local models for face modeling, age-transformation and image warping based on a subset of imagery data selected according to an input image and associated metadata. In order to obtain a person-specific mapping in the model space from an encoded face description to an encoded age-transformation, we employed genetic programming to
Keyphrases
facial image aging simulation evolutionary morphing genetic programming data-driven framework input image universally-applicable global model encoded face description person-specific mapping image warping considerable effect face modeling parameterized local model imagery data model space human face facial age progression encoded age-transformation
