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How Do Facial Expressions Contribute to Age Prediction?

机译:面部表情如何有助于年龄预测?

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摘要

Human age estimation based on facial images has many potential applications in practice. However, the current age estimation techniques are not matured. Most studies focus only on neutral faces, that is, expressionless faces. Several expressions such as happy expression, may help to improve the prediction accuracy. Recently, some works reported that expressions could badly impact on the accuracy. In this paper, we investigated the degree of facial expression impact on age prediction subjectively and objectively. It was revealed that expressions do not contribute for age prediction so much.
机译:基于面部图像的人类年龄估计在实践中具有许多潜在的应用。但是,当前的年龄估计技术尚未成熟。大多数研究只关注中性的面孔,即无表情的面孔。诸如快乐表情之类的几种表情可能有助于提高预测准确性。最近,一些工作报告说表达式可能严重影响准确性。在本文中,我们主观和客观地研究了面部表情对年龄预测的影响程度。结果表明,表情对年龄预测的贡献不大。

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