基于SOM的年龄估计系统设计

2006 SICE-ICASE International Joint Conference Pub Date : 2006-12-01 DOI:10.1109/SICE.2006.314793

H. Fukai, Y. Mitsukura, H. Takimoto, M. Fukumi

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引用次数: 1

摘要

本文提出了一种基于遗传算法和SOM的年龄估计系统。利用遗传算法对不同年龄的人脸进行特征提取。特别地，我们使用了交互式遗传算法。使用SOM对人脸进行分类。然后，根据选取的人脸部分进行年龄特征分析。为了验证该方法的有效性，给出了仿真算例

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Design of an Age Estimation System Using the SOM

In this paper, we propose the new age estimation system using the GA and SOM. The GA is used in the feature extraction of faces at each age. Especially, we use the interactive GA. The faces are classified by using the SOM. Moreover, features are analyzed in the age by the selected parts of faces. Furthermore, in order to show the effectiveness of the proposed method, we show the simulation examples

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2006 SICE-ICASE International Joint Conference

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