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    • 91. 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。
    • 95. 发明授权
    • Environment map building method, environment map building apparatus and mobile robot apparatus
    • 环境地图构建方法,环境地图建筑装置和移动机器人装置
    • US07912583B2
    • 2011-03-22
    • US11165047
    • 2005-06-24
    • Steffen GutmannMasaki FukuchiKohtaro SabeJames R. Bruce
    • Steffen GutmannMasaki FukuchiKohtaro SabeJames R. Bruce
    • G06F19/00G01C21/00
    • G06K9/00664G06T7/593
    • An environment map building method and an environment map building apparatus can express the surrounding embodiment with a high resolution in the height direction in a manner robust relative to observation noises. The present invention provides an environment map building apparatus for building a three-dimensional environment map to be used for three-dimensionally determining a region allowing a moving body to move therein according to external environment conditions, which comprises an external environment conditions detecting section that detects external environment conditions, a three-dimensional map building section that builds a three-dimensional map showing the state of occupancy of a three-dimensional grid on the basis of the external environment conditions detected by the external environment conditions detecting section, a relative-to-base-plane height map building section that builds a relative-to-base-plane height map showing heights from a two-dimensional base plane on the basis of the external environment conditions detected by the external environment conditions detecting section, and a height map information modifying section that modifies the information of the relative-to-base-plane height map on the basis of the information on the three-dimensional map.
    • 环境地图构建方法和环境地图构建装置可以以相对于观察噪声鲁棒的方式在高度方向上以高分辨率表达周围的实施例。 本发明提供了一种用于构建三维环境图的环境地图构建装置,其用于三维地确定允许移动体根据外部环境条件在其中移动的区域,该外部环境条件包括外部环境条件检测部分,其检测 外部环境条件,基于由外部环境条件检测部检测到的外部环境条件构建表示三维网格的占有状态的三维地图的三维地图构建部,相对于 - 基平面高度图构建部,其基于由外部环境条件检测部检测到的外部环境条件,构建从二维基面显示高度的相对基准面高度图,以及高度图 信息修改部分,其修改相对于基站的信息, 平面高度图基于三维地图上的信息。
    • 97. 发明申请
    • Data processing device, data processing method, and program
    • 数据处理装置,数据处理方法和程序
    • US20070280006A1
    • 2007-12-06
    • US11732644
    • 2007-04-04
    • Kazumi AoyamaKohtaro SabeHideki Shimomura
    • Kazumi AoyamaKohtaro SabeHideki Shimomura
    • G11C7/10
    • G06F17/30551G06K9/0057G06K9/6251
    • A data processing device for processing time-sequence data includes a data extracting unit operable to extract time-sequence data for a predetermined time unit from time-sequence data; and a processing unit operable to obtain scores for nodes of an SOM configured from multiple nodes provided with a spatial array configuration, the scores showing applicability to time-sequence data for a predetermined time unit thereof, wherein the node with the best score thereof is determined to be the winning node which is the node most applicable; wherein the processing unit obtains scores as to the time-sequence data for one predetermined time unit, regarding a distance-restricted node wherein distance from the winning node as to the time-sequence for a predetermined time unit immediately preceding the time-sequence data of one predetermined time unit is within a predetermined distance; and wherein the distance-restricted node with the best the score is determined to be the winning node thereof.
    • 一种用于处理时间序列数据的数据处理装置,包括数据提取单元,用于从时间序列数据中提取预定时间单位的时间序列数据; 以及处理单元,其可操作以获得由具有空间阵列配置的多个节点配置的SOM的节点的分数,所述分数显示对于其预定时间单位的时间序列数据的适用性,其中确定具有最佳分数的节点 作为最适用节点的获胜节点; 其中处理单元获得关于一个预定时间单位的时间序列数据的分数,关于距离受限节点的距离限制节点,其中距离获胜节点的距离与时间序列的时间顺序紧邻在时间序列数据之前的预定时间单位 一个预定时间单位在预定距离内; 并且其中具有最佳分数的距离限制节点被确定为其获胜节点。
    • 100. 发明申请
    • Learning control apparatus, learning control method, and computer program
    • 学习控制装置,学习控制方法和计算机程序
    • US20060195409A1
    • 2006-08-31
    • US11350048
    • 2006-02-09
    • Kohtaro SabeKenichi Hidai
    • Kohtaro SabeKenichi Hidai
    • G06F15/18
    • G05B13/0265
    • A learning control apparatus for controlling a learning operation of an apparatus sensing a state of an environment and selecting a behavior based on the sensed content, includes a predictor for learning the behavior and a change in the state of the environment, and predicting a change in the state of the environment in response to a predetermined behavior, a goal state setting unit for setting a goal state in the behavior, a planner for planning a behavior sequence from a current state to the goal state set by the goal state setting unit based on a prediction of the predictor, and a controller for controlling the behavior in the behavior sequence planned by the planning unit and learning an input and output relationship in the behavior.
    • 一种学习控制装置,用于控制感测环境状态的装置的学习操作,并且基于感测到的内容选择行为,包括用于学习行为和环境状态变化的预测器,以及预测变化 响应于预定行为的环境状态,用于设置行为中的目标状态的目标状态设置单元,用于根据目标状态设置单元基于目标状态设置单元设置的目标状态来规划行为序列的计划器 预测器的预测,以及用于控制由规划单元计划的行为序列中的行为并且学习行为中的输入和输出关系的控制器。