公开(公告)号：US20120134577A1

公开(公告)日：2012-05-31

申请号：US13288231

申请日：2011-11-03

申请人： Kohtaro SABE ,  Kenichi HIDAI ,  Kiyoto ICHIKAWA

发明人： Kohtaro SABE ,  Kenichi HIDAI ,  Kiyoto ICHIKAWA

IPC分类号： G06K9/62

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。

公开(公告)号：US20100332229A1

公开(公告)日：2010-12-30

申请号：US12815478

申请日：2010-06-15

申请人： Kazumi AOYAMA ,  Kohtaro SABE ,  Masato ITO

发明人： Kazumi AOYAMA ,  Kohtaro SABE ,  Masato ITO

IPC分类号： G10L15/00 ,  G06K9/46

CPC分类号： H04N5/232 ,  G06K9/00221 ,  G09B19/04 ,  G09B21/009 ,  H04N5/23219 ,  H04N5/23222 ,  H04N2101/00

摘要： An information processing apparatus that includes an image acquisition unit to acquire a temporal sequence of frames of image data, a detecting unit to detect a lip area and a lip image from each of the frames of the image data, a recognition unit to recognize a word based on the detected lip images of the lip areas, and a controller to control an operation at the information processing apparatus based on the word recognized by the recognition unit.

摘要翻译： 一种信息处理设备，包括：图像获取单元，用于获取图像数据的帧的时间序列;检测单元，用于检测来自图像数据的每个帧的唇部区域和唇部图像;识别单元，用于识别单词 基于检测到的唇部区域的唇部图像，以及控制器，其基于由识别单元识别的字来控制信息处理装置的操作。

公开(公告)号：US20120084237A1

公开(公告)日：2012-04-05

申请号：US13248296

申请日：2011-09-29

申请人： Takashi HASUO ,  Kohtaro SABE ,  Kenta KAWAMOTO ,  Yukiko YOSHIKE

发明人： Takashi HASUO ,  Kohtaro SABE ,  Kenta KAWAMOTO ,  Yukiko YOSHIKE

IPC分类号： G06F15/18

CPC分类号： G06N3/006 ,  G06N99/005

摘要： A data processing device includes a state value calculation unit which calculates a state value of which the value increases as much as a state with a high transition probability for each state of the state transition model, an action value calculation unit which calculates an action value, of which the value increases as a transition probability increases for each state of the state transition model and each action that the agent can perform, a target state setting unit which sets a state with great unevenness in the action value among states of the state transition model to a target state that is the target to reach by action performed by the agent, and an action selection unit which selects an action of the agent so as to move toward the target state.

摘要翻译： 数据处理装置包括状态值计算单元，该状态值计算单元计算状态值，该状态值与状态转移模型的每个状态的转移概率高的状态一起增加，动作值计算单元，其计算动作值， 其中该值随状态转换模型的每个状态和代理可以执行的每个动作的转移概率增加而增加;目标状态设置单元，其在状态转换模型的状态之间设置动作值中具有很大不均匀性的状态 到作为由代理执行的动作达到的目标的目标状态;以及动作选择单元，其选择代理人的动作以朝向目标状态移动。

公开(公告)号：US20110091071A1

公开(公告)日：2011-04-21

申请号：US12902744

申请日：2010-10-12

申请人： Kohtaro SABE ,  Takeshi OHASHI

发明人： Kohtaro SABE ,  Takeshi OHASHI

IPC分类号： G06K9/00

CPC分类号： G06K9/00281 ,  G06K9/00288 ,  G06K9/6256

摘要： An information processing apparatus including an image acquisition unit that acquires a target image; a face part extraction unit that extracts a face region including a face part from the target image; an identification unit that identifies a model face part by comparing the face part to a plurality of model face parts stored in a storage unit; and an illustration image determination unit that determines an illustration image corresponding to the identified model face part.

摘要翻译： 一种信息处理设备，包括：获取目标图像的图像获取单元; 面部部分提取单元，从目标图像中提取包括脸部的面部区域; 识别单元，通过将所述面部部件与存储在存储单元中的多个模型面部部件进行比较来识别模型面部部件; 以及图像确定单元，其确定与所识别的模型脸部部分相对应的图示图像。

公开(公告)号：US20110112997A1

公开(公告)日：2011-05-12

申请号：US12915616

申请日：2010-10-29

申请人： Kohtaro SABE

发明人： Kohtaro SABE

IPC分类号： G06F15/18

CPC分类号： G06N99/005

摘要： An information processing device includes a model learning unit that carries out learning for self-organization of internal states of a state transition prediction model which is a learning model having internal states, a transition model of the internal states, and an observation model where observed values are generated from the internal states, by using first time series data, wherein the model learning unit learns the observation model of the state transition prediction model after the learning using the first time series data, by fixing the transition model and using second time series data different from the first time series data, thereby obtaining the state transition prediction model having a first observation model where each sample value of the first time series data is observed and a second observation model where each sample value of the second time series data is observed.

摘要翻译： 信息处理装置包括：模型学习单元，其执行作为具有内部状态的学习模型的状态转换预测模型的内部状态的自组织学习，内部状态的转换模型以及观测值 是通过使用第一时间序列数据从第一时间序列数据生成的，其中模型学习单元通过固定转换​​模型并使用第二时间序列数据来学习使用第一时间序列数据的学习之后的状态转换预测模型的观察模型 与第一时间序列数据不同，从而获得具有观察第一时间序列数据的每个样本值的第一观察模型的状态转变预测模型和观察第二时间序列数据的每个样本值的第二观察模型。

公开(公告)号：US20100021066A1

公开(公告)日：2010-01-28

申请号：US12572306

申请日：2009-10-02

申请人： Kohtaro SABE

发明人： Kohtaro SABE

IPC分类号： G06K9/46

CPC分类号： G06K9/00221 ,  G06F17/30256 ,  G06F17/3028 ,  G06K9/00664 ,  G06K9/72

摘要： An information processing apparatus includes a face detecting unit configured to detect a face in an image; a discriminating unit configured to discriminate an attribute of the face detected by the face detecting unit; a generating unit configured to generate, from the face detected by the face detecting unit and the attribute discriminated by the discriminating unit, a feature amount of the image; and a learning unit configured to learn, from the feature amount generated by the generating unit, information for discriminating whether the image corresponds to a predetermined scene.

摘要翻译： 一种信息处理设备，包括：面部检测单元，被配置为检测图像中的脸部; 鉴别单元，被配置为区分由脸部检测单元检测到的脸部的属性; 生成单元，被配置为从面部检测单元检测到的面部和由识别单元识别的属性生成图像的特征量; 以及学习单元，被配置为从所述生成单元生成的特征量学习用于识别图像是否对应于预定场景的信息。

公开(公告)号：US20090060290A1

公开(公告)日：2009-03-05

申请号：US12191610

申请日：2008-08-14

申请人： Kohtaro SABE ,  Atsushi Okubo ,  Jun Yokono

发明人： Kohtaro SABE ,  Atsushi Okubo ,  Jun Yokono

IPC分类号： G06K9/00

CPC分类号： G06K9/00248

摘要： A face image processing apparatus selects feature points and feature for identifying a person through statistical learning. The apparatus includes input means for inputting a face image detected by arbitrary face detection means, face parts detection means for detecting the positions of face parts in several locations from the input face image, face pose estimation means for estimating face pose based on the detected positions of face parts, feature point position correcting means for correcting the position of each feature point used for identifying the person based on the result of estimation of face pose by the face pose estimation means, and face identifying means for identifying the person by calculating a feature of the input face image at each feature point after position correction is performed by the feature point position correcting means and checking the feature against a feature of a registered face.

摘要翻译： 面部图像处理装置通过统计学习选择特征点和特征来识别人。 该装置包括用于输入由任意面部检测装置检测到的面部图像的输入装置，用于从输入面部图像检测几个位置中的面部部分的位置的面部部位检测装置，基于检测位置估计面部姿势的面部姿势估计装置 特征点位置校正装置，用于根据面部姿势估计装置的面部姿势的估计结果校正用于识别人的每个特征点的位置，以及面部识别装置，用于通过计算特征来识别人物 通过特征点位置校正装置执行位置校正之后的每个特征点处的输入面部图像，并针对登记面部的特征检查特征。