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    • 8. 发明申请
    • AGE ESTIMATION APPARATUS, AGE ESTIMATION METHOD, AND AGE ESTIMATION PROGRAM
    • 年龄估计装置,年龄估计方法和年龄估计方案
    • US20120045137A1
    • 2012-02-23
    • US13263057
    • 2010-04-14
    • Kazuya UekiMasashi SugiyamaYasuyuki Ihara
    • Kazuya UekiMasashi SugiyamaYasuyuki Ihara
    • G06K9/62
    • G06K9/6273G06K2009/00322
    • Provided are an age estimation apparatus, an age estimation method, and an age estimation program capable of obtaining a recognition result closely matching the result perceived by human. An age estimation apparatus 10 for estimating an age of a person on image data includes a dimension compressor 11 for applying dimension compression to the image data to output low dimensional data; and an identification device 12 for estimating an age of a person on the basis of a learning result using a feature amount contained in the low dimensional data, wherein a parameter used for the dimension compression by the dimension compressor 11 and the feature amount used for age estimation by the identification device 12 are set on the basis of a result of an evaluation of a generalization capability using a weighting function that shows a degree of seriousness of an age estimation error for every age, and learning of the identification device 12 is performed on the basis of the weighting function.
    • 提供能够获得与人感知到的结果密切匹配的识别结果的年龄估计装置,年龄估计方法和年龄估计程序。 用于估计人物对图像数据的年龄的年龄估计装置10包括:尺寸压缩器11,用于对图像数据施加尺寸压缩以输出低维数据; 以及识别装置12,用于使用包含在低维数据中的特征量,基于学习结果来估计人的年龄,其中用于维度压缩器11的尺寸压缩的参数和用于年龄的特征量 基于使用表示每个年龄的年龄估计误差的严重程度的加权函数的推广能力的评价结果​​来设定识别装置12的估计,并且对识别装置12进行学习, 加权函数的基础。