Data processing device, data processing method, and program
    11.
    发明授权
    Data processing device, data processing method, and program 有权
    数据处理装置,数据处理方法和程序

    公开(公告)号:US07783585B2

    公开(公告)日:2010-08-24

    申请号:US11697238

    申请日:2007-04-05

    摘要: A data processing device for processing time-sequence data includes a learning unit for performing self-organizing learning of a SOM (self-organization map) making up a hierarchical SOM in which a plurality of SOMs are connected so as to construct a hierarchical structure, using, as SOM input data which is input to the SOM, a time-sequence of node information representing a winning node of a lower-order SOM which is at a lower hierarchical level from the SOM.

    摘要翻译: 一种用于处理时间序列数据的数据处理装置,包括:学习单元,用于执行构成其中连接有多个SOM的层次化SOM的SOM(自组织图)的自组织学习,以构建层次结构, 使用作为输入到SOM的SOM输入数据,表示代表来自SOM的较低层级的低阶SOM的获胜节点的节点信息的时间序列。

    Data Processing Device, Data Processing Method, and Program
    12.
    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:US20070250461A1

    公开(公告)日:2007-10-25

    申请号:US11697238

    申请日:2007-04-05

    IPC分类号: G06F15/18

    摘要: A data processing device for processing time-sequence data includes a learning unit for performing self-organizing learning of a SOM (self-organization map) making up a hierarchical SOM in which a plurality of SOMs are connected so as to construct a hierarchical structure, using, as SOM input data which is input to the SOM, a time-sequence of node information representing a winning node of a lower-order SOM which is at a lower hierarchical level from the SOM.

    摘要翻译: 一种用于处理时间序列数据的数据处理装置,包括:学习单元,用于执行构成其中连接有多个SOM的层次化SOM的SOM(自组织图)的自组织学习,以构建层次结构, 使用作为输入到SOM的SOM输入数据,表示代表来自SOM的较低层级的低阶SOM的获胜节点的节点信息的时间序列。

    Image Processing Apparatus, Image Processing Method, and Program
    13.
    发明申请
    Image Processing Apparatus, Image Processing Method, and Program 审中-公开
    图像处理装置,图像处理方法和程序

    公开(公告)号:US20070242876A1

    公开(公告)日:2007-10-18

    申请号:US11697203

    申请日:2007-04-05

    IPC分类号: G06K9/00

    摘要: The present invention provides an image processing apparatus to recognize a predetermined model whose surface has a plurality of colors from an input color image that is obtained by capturing an image of a color object whose surface has a plurality of colors. The image processing apparatus includes a detecting unit configured to detect color areas from the input color image, each color area including adjoining pixels of the same color; and a recognizing unit configured to determine whether the color areas on the input color image detected by the detecting unit correspond to parts of the model to which color areas on a reference color image obtained by capturing an image of the model correspond, and determine whether the color object in the input color image is the model on the basis of the determination result.

    摘要翻译: 本发明提供了一种图像处理装置,其从通过捕获其表面具有多种颜色的彩色对象的图像而获得的输入彩色图像来识别其表面具有多种颜色的预定模型。 所述图像处理装置包括检测单元,其被配置为从所述输入彩色图像检测颜色区域,每个颜色区域包括相同颜色的相邻像素; 以及识别单元,其被配置为确定由所述检测单元检测到的输入彩色图像上的颜色区域是否对应于通过捕获所述模型的图像而获得的参考彩色图像上的颜色区域对应的模型的部分,并且确定是否 输入彩色图像中的彩色对象是基于确定结果的模型。

    Information processing device, information processing method, and program
    14.
    发明授权
    Information processing device, 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:US09104980B2

    公开(公告)日:2015-08-11

    申请号:US13429130

    申请日:2012-03-23

    IPC分类号: G06K9/00 G06N99/00

    CPC分类号: G06N99/005

    摘要: An information processing device includes a learning unit that performs, using an action performed by an object and an observation value of an image as learning data, learning of a separation learning model that includes a background model that is a model of the background of the image and one or more foreground model(s) that is a model of a foreground of the image, which can move on the background, in which the background model includes a background appearance model indicating the appearance of the background, and at least one among the one or more foreground model(s) includes a transition probability, with which a state corresponding to the position of the foreground on the background is transitioned by an action performed by the object corresponding to the foreground, for each action, and a foreground appearance model indicating the appearance of the foreground.

    摘要翻译: 信息处理装置包括:学习单元,其使用由对象执行的动作和图像的观察值作为学习数据;学习包括作为图像的背景的模型的背景模型的分离学习模型; 以及一个或多个前景模型,其是可以在背景上移动的图像的前景的模型,其中背景模型包括指示背景的外观的背景外观模型,以及至少一个背景模型 一个或多个前景模型包括转移概率,对于每个动作,通过由对应于前景的对象执行的动作来转换对应于背景上的前景的位置的状态,以及前景外观模型 指示前景的外观。

    Information processing apparatus and method, server apparatus, server apparatus control method, and program
    15.
    发明授权
    Information processing apparatus and method, server apparatus, server apparatus control method, and program 有权
    信息处理装置和方法,服务器装置,服务器装置控制方法和程序

    公开(公告)号:US08736457B2

    公开(公告)日:2014-05-27

    申请号:US13487166

    申请日:2012-06-02

    摘要: There is provided an information processing apparatus including a current waveform acquisition unit which acquires a current waveform from when a predetermined electric appliance is used, a communication unit which transmits the acquired current waveform of the electric appliance to a server apparatus, and receives control information on a character corresponding to the electric appliance from the server apparatus, and a display control unit which performs control of causing a predetermined display unit to display the character based on the received control information on the character.

    摘要翻译: 提供了一种信息处理设备,包括:电流波形获取单元,其从使用预定的电器时获取电流波形;通信单元,其将所获取的电器的电流波形发送到服务器设备,并且接收控制信息 从服务器装置对应于电器的字符,以及显示控制单元,其执行使预定显示单元基于所接收的关于字符的控制信息来显示字符的控制。

    Image processing system, learning device and method, and program
    16.
    发明授权
    Image processing system, learning device and method, and program 有权
    图像处理系统,学习装置和方法,程序

    公开(公告)号:US08582887B2

    公开(公告)日:2013-11-12

    申请号:US11813404

    申请日:2005-12-26

    IPC分类号: G06K9/00

    摘要: The present invention relates to an image processing system, a learning device and method, and a program which enable easy extraction of feature amounts to be used in a recognition process. Feature points are extracted from a learning-use model image, feature amounts are extracted based on the feature points, and the feature amounts are registered in a learning-use model dictionary registration section 23. Similarly, feature points are extracted from a learning-use input image containing a model object contained in the learning-use model image, feature amounts are extracted based on these feature points, and these feature amounts are compared with the feature amounts registered in a learning-use model registration section 23. A feature amount that has formed a pair the greatest number of times as a result of the comparison is registered in the model dictionary registration section 12 as the feature amount to be used in the recognition process. The present invention is applicable to a robot.

    摘要翻译: 本发明涉及图像处理系统,学习装置和方法以及能够容易地提取在识别处理中使用的特征量的程序。 从学习用模型图像提取特征点,基于特征点提取特征量,并且将特征量登记在学习用模型字典注册部23中。同样,从学习用途中提取特征点 基于这些特征点提取含有包含在学习用模型图像中的模型对象的输入图像,并将这些特征量与在学习用模型登记部23中登记的特征量进行比较。特征量 作为比较的结果,在模型字典登记部12中登记了作为识别处理中使用的特征量的最大次数的对。 本发明可应用于机器人。

    Information processing apparatus, information processing method, and program
    17.
    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:US08571315B2

    公开(公告)日:2013-10-29

    申请号:US13288231

    申请日:2011-11-03

    CPC分类号: G06K9/4614 G06K9/6256

    摘要: An information processing apparatus includes: a distinguishing unit which, by using an ensemble classifier, which includes a plurality of weak classifiers outputting weak hypotheses which indicates whether a predetermined subject is shown in an image in response to inputs of a plurality of features extracted from the image, and a plurality of features extracted from an input image, sequentially integrates the weak hypotheses output by the weak classifiers in regard to the plurality of features and distinguishes whether the predetermined subject is shown in the input image based on the integrated value. The weak classifier classifies each of the plurality of features to one of three or more sub-divisions based on threshold values, calculates sum divisions of the sub-divisions of the plurality of features as whole divisions into which the plurality of features is classified, and outputs, as the weak hypothesis, a reliability degree of the whole divisions.

    摘要翻译: 一种信息处理装置,包括:识别单元,其使用整体分类器,其包括输出弱假设的多个弱分类器,所述弱分类器指示响应于从所述图像提取的多个特征的输入,是否在图像中示出预定对象 图像和从输入图像提取的多个特征,顺序地对由弱分类器输出的关于多个特征的弱假设进行积分,并且基于积分值区分输入图像中是否显示预定对象。 所述弱分类器基于阈值将所述多个特征中的每一个分类为三个或更多个子分割中的一个,并且将所述多个特征的子分割的和除作为将所述多个特征分类成的整个分割,以及 作为弱假设的输出是整个分区的可靠性程度。

    INFORMATION PROCESSING APPARATUS, REBATE PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, REBATE PROCESSING METHOD, AND REBATE PROCESSING SYSTEM
    18.
    发明申请
    INFORMATION PROCESSING APPARATUS, REBATE PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, REBATE PROCESSING METHOD, AND REBATE PROCESSING SYSTEM 审中-公开
    信息处理装置,重新处理装置,信息处理方法,重新处理方法和REBATE处理系统

    公开(公告)号:US20130018717A1

    公开(公告)日:2013-01-17

    申请号:US13538286

    申请日:2012-06-29

    IPC分类号: G06Q30/02

    CPC分类号: G06Q30/02 G06F1/26

    摘要: An information processing apparatus includes an electric power related information obtaining unit mounted on or connected to equipment and configured to obtain electric power related information with regard to the equipment and a communication unit configured to transmit the electric power related information obtained by the electric power related information obtaining unit to a rebate processing apparatus connected via a network. A rebate processing apparatus includes a communication unit configured to receive electric power related information transmitted from an information processing apparatus mounted on or connected to equipment via the network, a rebate reference calculation unit configured to calculate a rebate reference functioning as a reference for a rebate processing on the basis of the electric power related information, and a rebate processing unit configured to perform a predetermined rebate processing on the basis of the rebate reference.

    摘要翻译: 一种信息处理设备,包括安装在设备上或连接到设备并被配置为获得关于设备的电力相关信息的电力相关信息获取单元和被配置为发送由电力相关信息获得的电力相关信息的通信单元 获取单元到通过网络连接的回扣处理设备。 回扣处理装置包括:通信单元,被配置为从经由网络安装在设备上的信息处理设备接收电力相关信息;折扣参考计算单元,被配置为计算用作退税处理的参考的折扣参考 基于电力相关信息,以及折返处理单元,其被配置为基于所述折扣参考来执行预定的折扣处理。

    Device and method for detecting object and device and method for group learning
    19.
    再颁专利
    Device and method for detecting object and device and method for group learning 有权
    用于组学习的物体和装置的检测装置及方法

    公开(公告)号:USRE43873E1

    公开(公告)日:2012-12-25

    申请号:US13208123

    申请日:2011-08-11

    IPC分类号: G06K9/62 G06K9/00

    摘要: An object detecting device for detecting an object in a given gradation image. A scaling section generates scaled images by scaling down a gradation image input from an image output section. A scanning section sequentially manipulates the scaled images and cutting out window images from them and a discriminator judges if each window image is an object or not. The discriminator includes a plurality of weak discriminators that are learned in a group by boosting and an adder for making a weighted majority decision from the outputs of the weak discriminators. Each of the weak discriminators outputs an estimate of the likelihood of a window image to be an object or not by using the difference of the luminance values between two pixels. The discriminator suspends the operation of computing estimates for a window image that is judged to be a non-object, using a threshold value that is learned in advance.

    摘要翻译: 一种用于检测给定灰度图像中的物体的物体检测装置。 缩放部分通过缩小从图像输出部分输入的灰度图像来生成缩放图像。 扫描部分顺序地操纵缩放图像并从中切出窗口图像,并且鉴别器判断每个窗口图像是否是对象。 鉴别器包括通过升压在一组中学习的多个弱识别器和用于从弱识别器的输出进行加权多数决定的加法器。 每个弱识别器通过使用两个像素之间的亮度值的差异来输出窗口图像成为对象的可能性的估计。 鉴别器使用预先学习的阈值暂停对被判断为非对象的窗口图像的计算估计的操作。

    Information processing apparatus, information processing method, and computer program
    20.
    发明授权
    Information processing apparatus, information processing method, and computer program 有权
    信息处理装置,信息处理方法和计算机程序

    公开(公告)号:US08290885B2

    公开(公告)日:2012-10-16

    申请号:US12381499

    申请日:2009-03-12

    IPC分类号: G06F17/00 G06N5/00

    摘要: An information processing apparatus includes: model learning means for self-organizing, on the basis of a state transition model having a state and state transition to be learned by using time series data as data in time series, an internal state from an observation signal obtained by a sensor; and controller learning means for performing learning for allocating a controller, which outputs an action, to each of transitions of a state or each of transition destination states in the state transition model indicating the internal state self-organized by the model learning means.

    摘要翻译: 信息处理装置包括:用于自组织的模型学习装置,基于具有通过使用时间序列数据作为时间序列数据而被学习的状态和状态转变的状态转换模型,从获得的观察信号获得的内部状态 通过传感器; 以及控制器学习装置,用于在指示由模型学习装置自组织的内部状态的状态转换模型中执行学习以分配向控制器输出动作的状态或转换目的地状态中的每一个的转换。