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- W2125729702 abstract "Computerised facial aging estimation, which has the potential for many applications in human-computer interactions, has been investigated by many computer vision researchers in recent years. In this paper, a feature-based discriminant subspace is proposed to extract more discriminating and robust representations for aging estimation. After aligning all the faces by a piece-wise affine transform, orthogonal locality preserving projection (OLPP) is employed to project local binary patterns (LBP) from the faces into an age-discriminant subspace. The feature extracted from this manifold is more distinctive for age estimation compared with the features using in the state-of-the-art methods. Based on the public database FG-NET, the performance of the proposed feature is evaluated by using two different regression techniques, quadratic function and neural-network regression. The proposed feature subspace achieves the best performance based on both types of regression." @default.
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- W2125729702 date "2010-08-01" @default.
- W2125729702 modified "2023-09-26" @default.
- W2125729702 title "Discriminant Feature Manifold for Facial Aging Estimation" @default.
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- W2125729702 doi "https://doi.org/10.1109/icpr.2010.150" @default.
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