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    • 9. 发明授权
    • Information processing apparatus, information processing method, and program
    • 信息处理装置,信息处理方法和程序
    • US08401283B2
    • 2013-03-19
    • US12816779
    • 2010-06-16
    • Kohtaro SabeAtsushi OkuboKenichi Hidai
    • Kohtaro SabeAtsushi OkuboKenichi Hidai
    • G06K9/00
    • G06K9/6256G06K9/00288G06K9/4614
    • An information processing apparatus includes the following elements. A learning unit is configured to perform Adaptive Boosting Error Correcting Output Coding learning using image feature values of a plurality of sample images each being assigned a class label to generate a multi-class classifier configured to output a multi-dimensional score vector corresponding to an input image. A registration unit is configured to input a register image to the multi-class classifier, and to register a multi-dimensional score vector corresponding to the input register image in association with identification information about the register image. A determination unit is configured to input an identification image to be identified to the multi-class classifier, and to determine a similarity between a multi-dimensional score vector corresponding to the input identification image and the registered multi-dimensional score vector corresponding to the register image.
    • 信息处理装置包括以下要素。 学习单元被配置为使用多个样本图像的图像特征值来执行自适应提升误差校正输出编码学习,每个样本图像被分配类别标签,以生成被配置为输出与输入相对应的多维得分向量的多类分类器 图片。 注册单元被配置为将注册图像输入到多类分类器,并且与关于注册图像的识别信息相关联地注册与输入注册图像相对应的多维分数向量。 确定单元被配置为将要识别的识别图像输入到多类分类器,并且确定与输入的标识图像相对应的多维得分向量与对应于寄存器的登记的多维得分向量之间的相似度 图片。