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Image identification information grant program and image identification information imparting device

机译:图像识别信息赋予程序和图像识别信息赋予装置

摘要

PROBLEM TO BE SOLVED: To provide an image identification information offering program and an image identification information offering device offering identification information to image information to be input, by using a learning result learned by a probability model.;SOLUTION: An image identification information offering device 1 includes: learning data set acquiring means 103 that acquires image information from image information 111 with which label information 112 is previously associated; feature vector generating means 102 that generates a feature vector from the acquired image information; and model learning means 105 that learns a relationship between the generated feature vector and the label information by a probability model by mixing of a probability distribution to generate a learning result, calculates a second variable, on the basis of a contribution ratio according to a density of the feature vector belonging to one probability distribution, from a first variable that is defined from feature information belonging to the one probability distribution, and a variable describing a distribution defined using a universal model, and learns using the distribution described by the second variable.;COPYRIGHT: (C)2013,JPO&INPIT
机译:解决的问题:提供一种图像识别信息提供程序和图像识别信息提供设备,该图像识别信息提供设备通过使用概率模型学习的学习结果,向输入的图像信息提供识别信息。图1包括:学习数据集获取装置103,其从先前与标签信息112相关联的图像信息111中获取图像信息;以及特征向量生成装置102,其从所获取的图像信息生成特征向量;模型学习装置105,其通过混合概率分布以概率模型通过概率模型来学习所生成的特征向量与标签信息之间的关系,并基于与密度相对应的贡献率来计算第二变量。根据从属于一个概率分布的特征信息定义的第一变量和描述使用通用模型定义的分布的变量,从属于一个概率分布的特征向量中提取特征向量,并使用第二变量描述的分布进行学习。 ;版权:(C)2013,JPO&INPIT

著录项

  • 公开/公告号JP5821590B2

    专利类型

  • 公开/公告日2015-11-24

    原文格式PDF

  • 申请/专利权人 富士ゼロックス株式会社;

    申请/专利号JP20110267118

  • 发明设计人 加藤 典司;坪下 幸寛;

    申请日2011-12-06

  • 分类号G06T7/00;

  • 国家 JP

  • 入库时间 2022-08-21 14:40:11

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