LEARNING DEVICE, LEARNING METHOD, AND PROGRAM
    3.
    发明申请
    LEARNING DEVICE, LEARNING METHOD, AND PROGRAM 审中-公开
    学习设备,学习方法和程序

    公开(公告)号:US20150235079A1

    公开(公告)日:2015-08-20

    申请号:US14704696

    申请日:2015-05-05

    Inventor: JUN YOKONO

    Abstract: Disclosed is a learning device. A feature-quantity calculation unit extracts a feature quantity from each feature point of a learning image. An acquisition unit acquires a classifier already obtained by learning as a transfer classifier. A classifier generation unit substitutes feature quantities into weak classifiers constituting the transfer classifier, calculates error rates of the weak classifiers on the basis of classification results of the weak classifiers and a weight of the learning image, and iterates a process of selecting a weak classifier of which the error rate is minimized a plurality of times. In addition, the classifier generation unit generates a classifier for detecting a detection target by linearly coupling a plurality of selected weak classifiers.

    Abstract translation: 公开了一种学习装置。 特征量计算单元从学习图像的每个特征点提取特征量。 获取单元获取已经通过学习作为传送分类器获得的分类器。 分类器生成单元将特征量替换为构成传输分类器的弱分类器,基于弱分类器的分类结果和学习图像的权重来计算弱分类器的误码率,并且迭代选择弱分类器的弱分类器 误差率最小化多次。 此外,分类器生成单元通过线性地耦合多个选择的弱分类器来生成用于检测检测对象的分类器。

    INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM

    公开(公告)号:US20190156186A1

    公开(公告)日:2019-05-23

    申请号:US15772679

    申请日:2016-09-21

    Inventor: JUN YOKONO

    Abstract: [Object] To provide a system that is capable of increasing the number of users using recognition processing. [Solution] An information processing device includes: a storage unit that stores learning information acquired by machine learning; an input unit that acquires identification information; and a processing unit that performs recognition processing using the learning information that is specified by the storage unit on a basis of the identification information. An information processing method is executed by a processor, the information processing method includes: storing learning information acquired by machine learning; acquiring identification information; and performing recognition processing using the learning information that is specified from storage on a basis of the identification information. A program causes a computer to achieve: a storing function for storing learning information acquired by machine learning; an input function for acquiring identification information; and a processing function for performing recognition processing using the learning information that is specified from storage on a basis of the identification information.

    INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM
    6.
    发明申请
    INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM 审中-公开
    信息处理设备,信息处理方法和程序

    公开(公告)号:US20150178934A1

    公开(公告)日:2015-06-25

    申请号:US14565688

    申请日:2014-12-10

    Inventor: JUN YOKONO

    CPC classification number: G06K9/00375 G01B11/25 G06K9/4614 G06K9/6257

    Abstract: An information processing device includes a data processing unit that executes analysis of images which are captured from different viewpoints. The data processing unit executes an object distance calculation process in which pattern-irradiated images of a plurality of different viewpoints are applied, and an object detection process in which non-pattern-irradiated images are applied.

    Abstract translation: 信息处理装置包括执行从不同视点捕获的图像的分析的数据处理单元。 数据处理单元执行应用了多个不同视点的图案照射图像的对象距离计算处理以及应用非图案照射图像的对象检测处理。

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