使用AGES模式估计人类年龄

S. Rathore, Smriti Sehgal
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引用次数: 0

摘要

年龄模拟和年龄特定人机交互(ASHCI)在现实生活中有着重要的应用。然而,年龄自动估计是一个研究较少、处于发展阶段的领域。背后的原因是衰老是一个独特的过程,因人而异。本文的基本目标是开发一个用户友好的系统来准确估计个人的年龄。本文利用年龄模式子空间(age pattern Subspace)来估计个体的年龄。主要目的是生成老化模式,在此基础上应用主成分分析进行进一步增强,并计算最小错误率。通过在子空间中进行适当的投影,生成良好的老化模式,从而得到修正后的、合适的人脸图像。AGES在实施过程中显示出良好的效果,并且是一种非常用户友好的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Human age estimation using AGES pattern
Age Simulation and Age Specific Human Computer Interaction (ASHCI) has a vital role in real life applications. Still automatic age estimation is a field which comprises of less research and is in developing state. The reason behind is that aging is an unique process which varies from person-to-person. The basic aim of this paper is to develop a user friendly system that estimates accurate age of an individual. In this paper age of an individual is estimated with the help of AGES pattern (Aging Pattern Subspace). The main aim is to generate aging pattern on which further enhancement is done applying PCA and computing minimum error rate. A good aging pattern can be generated with the help of proper projection in the subspace to get revised and appropriate face images. AGES has shown promising results when implemented and a very user friendly method.
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