Information processing apparatus, information processing method, and program
    21.
    发明授权
    Information processing apparatus, information processing method, and program 有权
    信息处理装置,信息处理方法和程序

    公开(公告)号:US09165213B2

    公开(公告)日:2015-10-20

    申请号:US13691109

    申请日:2012-11-30

    CPC classification number: G06K9/62 G06K9/34 G06K9/627 G06N3/0445

    Abstract: An information processing apparatus includes a network learning portion that performs learning of an appearance/position recognition network by constraining first to third weights and using a learning image, wherein the appearance/position recognition network has a foreground layer including a position node, a background layer including a background node, and an image layer including a pixel node, and is a neural network in which the position node, the background node, and the pixel node are connected to each other, and wherein the first weight is a connection weight between the position node and the pixel node, the second weight is a connection weight between the position node and the background node, and the third weight is a connection weight between the background node and the pixel node.

    Abstract translation: 信息处理装置包括网络学习部分,其通过约束第一至第三权重并使用学习图像来执行外观/位置识别网络的学习,其中所述外观/位置识别网络具有包括位置节点,背景层 包括背景节点和包括像素节点的图像层,并且是其中所述位置节点,所述背景节点和所述像素节点彼此连接的神经网络,并且其中所述第一权重是所述第一权重之间的连接权重 位置节点和像素节点,第二权重是位置节点和背景节点之间的连接权重,第三权重是背景节点和像素节点之间的连接权重。

    DATA PROCESSING APPARATUS, DATA PROCESSING METHOD, AND PROGRAM
    22.
    发明申请
    DATA PROCESSING APPARATUS, DATA PROCESSING METHOD, AND PROGRAM 审中-公开
    数据处理设备,数据处理方法和程序

    公开(公告)号:US20150046135A1

    公开(公告)日:2015-02-12

    申请号:US14387307

    申请日:2013-03-29

    Abstract: Apparatus, methods and programs for estimating a parameter for modeling a time series signal with stochastic dynamics model, A method for obtaining data representing the mixed signals of two or more time series signals; estimating a parameter for modeling a time series signal with stochastic dynamics model. The present technology relates to a data processing apparatus, a data processing method, and a program.

    Abstract translation: 一种用于估计用于使用随机动力学模型建模时间序列信号的参数的装置,方法和程序。一种用于获得表示两个或更多个时间序列信号的混合信号的数据的方法; 估计用随机动力学模型建模时间序列信号的参数。 本技术涉及数据处理装置,数据处理方法和程序。

    DATA PROCESSING DEVICE, DATA PROCESSING METHOD, AND PROGRAM
    23.
    发明申请
    DATA PROCESSING DEVICE, DATA PROCESSING METHOD, AND PROGRAM 有权
    数据处理设备,数据处理方法和程序

    公开(公告)号:US20150039254A1

    公开(公告)日:2015-02-05

    申请号:US14511886

    申请日:2014-10-10

    Abstract: A data processing device includes: a data obtaining section obtaining time series data on a total value of current consumed by a plurality of electric apparatuses; and a parameter estimating section obtaining a model parameter when states of operation of the plurality of electric apparatuses are modeled by a factorial HMM on a basis of the obtained time series data.

    Abstract translation: 数据处理装置包括:数据获取部分,获得关于由多个电气设备消耗的电流总值的时间序列数据; 以及参数估计部,其基于所获得的时间序列数据,通过阶乘型HMM对多台电气设备的运转状态进行建模,得到模型参数。

    INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM
    24.
    发明申请
    INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM 有权
    信息处理设备,信息处理方法和程序

    公开(公告)号:US20130148879A1

    公开(公告)日:2013-06-13

    申请号:US13691109

    申请日:2012-11-30

    CPC classification number: G06K9/62 G06K9/34 G06K9/627 G06N3/0445

    Abstract: An information processing apparatus includes a network learning portion that performs learning of an appearance/position recognition network by constraining first to third weights and using a learning image, wherein the appearance/position recognition network has a foreground layer including a position node, a background layer including a background node, and an image layer including a pixel node, and is a neural network in which the position node, the background node, and the pixel node are connected to each other, and wherein the first weight is a connection weight between the position node and the pixel node, the second weight is a connection weight between the position node and the background node, and the third weight is a connection weight between the background node and the pixel node.

    Abstract translation: 信息处理装置包括网络学习部分,其通过约束第一至第三权重并使用学习图像来执行外观/位置识别网络的学习,其中所述外观/位置识别网络具有包括位置节点,背景层 包括背景节点和包括像素节点的图像层,并且是其中所述位置节点,所述背景节点和所述像素节点彼此连接的神经网络,并且其中所述第一权重是所述第一权重之间的连接权重 位置节点和像素节点,第二权重是位置节点和背景节点之间的连接权重,第三权重是背景节点和像素节点之间的连接权重。

Patent Agency Ranking