INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM
    1.
    发明申请
    INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM 有权
    信息处理设备,信息处理方法和存储介质

    公开(公告)号:US20120047182A1

    公开(公告)日:2012-02-23

    申请号:US13207190

    申请日:2011-08-10

    IPC分类号: G06F17/30

    CPC分类号: G06K9/6282

    摘要: An information processing apparatus comprises: a creation unit adapted to create a query string, which is composed of a plurality of queries; a reading unit adapted to read, from the query string, a query corresponding to a hierarchy of a current node in accordance with the hierarchy; a generation unit adapted to generate a plurality of nodes having a tree structure by dividing a learning pattern set in the current node in accordance with the read query corresponding to the hierarchy; and a modifying unit adapted to modify the tree structure by putting nodes in each hierarchy together into a common node with respect to nodes up to a hierarchy corresponding to a length of the query string among the nodes having the tree structure, which have been generated by the generation unit.

    摘要翻译: 一种信息处理装置,包括:创建单元,用于创建由多个查询组成的查询字符串; 读取单元,适于从所述查询字符串中读取与所述层次结构相对应的当前节点的层次结构的查询; 生成单元,其适于通过根据与所述层次相对应的所述读取查询来划分当前节点中设置的学习模式来生成具有树结构的多个节点; 以及修改单元,其适于通过将每个层级中的节点放置在相对于节点的公共节点中来修改树结构,所述节点直到与具有树结构的节点之间的查询串的长度相对应的层级,所述节点已经由 发电机组。

    INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD
    2.
    发明申请
    INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD 有权
    信息处理设备和信息处理方法

    公开(公告)号:US20120045120A1

    公开(公告)日:2012-02-23

    申请号:US13207143

    申请日:2011-08-10

    IPC分类号: G06K9/62

    CPC分类号: G06K9/6282

    摘要: An information processing apparatus that discriminates the orientation of a target includes a calculation unit that calculates a distribution of a difference in feature amount between a plurality of learning patterns each showing the orientation of a target, a determination unit that determines, using a probability distribution obtained from the distribution of differences calculated by the calculation unit, a pixel that is in an input pattern and is to be referred to in order to discriminate the orientation of a target in the input pattern, and a discrimination unit that performs discrimination for obtaining the orientation of the target in the input pattern by comparing a feature amount of the pixel determined by the determination unit and a threshold set in advance.

    摘要翻译: 鉴别目标的方向的信息处理装置包括计算单元,该计算单元计算显示目标的取向的多个学习模式之间的特征量的差异的分布;确定单元,其使用获得的概率分布来确定 根据由计算单元计算出的差异的分布,输入图案中要被标识为输入图案中的目标的方位的像素,以及进行用于获得取向的辨别的判别单元 通过比较由确定单元确定的像素的特征量和预先设定的阈值来输入图案中的目标。

    Information processing apparatus, information processing method, and storage medium
    3.
    发明授权
    Information processing apparatus, information processing method, and storage medium 有权
    信息处理装置,信息处理方法和存储介质

    公开(公告)号:US08768944B2

    公开(公告)日:2014-07-01

    申请号:US13207190

    申请日:2011-08-10

    IPC分类号: G06F7/00

    CPC分类号: G06K9/6282

    摘要: An information processing apparatus comprises: a creation unit adapted to create a query string, which is composed of a plurality of queries; a reading unit adapted to read, from the query string, a query corresponding to a hierarchy of a current node in accordance with the hierarchy; a generation unit adapted to generate a plurality of nodes having a tree structure by dividing a learning pattern set in the current node in accordance with the read query corresponding to the hierarchy; and a modifying unit adapted to modify the tree structure by putting nodes in each hierarchy together into a common node with respect to nodes up to a hierarchy corresponding to a length of the query string among the nodes having the tree structure, which have been generated by the generation unit.

    摘要翻译: 一种信息处理装置,包括:创建单元,用于创建由多个查询组成的查询字符串; 读取单元,适于从所述查询字符串中读取与所述层次结构相对应的当前节点的层次结构的查询; 生成单元,其适于通过根据与所述层次相对应的所述读取查询来划分当前节点中设置的学习模式来生成具有树结构的多个节点; 以及修改单元,其适于通过将每个层级中的节点放置在相对于节点的公共节点中来修改树结构,所述节点直到与具有树结构的节点之间的查询串的长度相对应的层级,所述节点已经由 发电机组。

    Information processing apparatus and information processing method
    4.
    发明授权
    Information processing apparatus and information processing method 有权
    信息处理装置和信息处理方法

    公开(公告)号:US08755611B2

    公开(公告)日:2014-06-17

    申请号:US13207143

    申请日:2011-08-10

    IPC分类号: G06K9/68

    CPC分类号: G06K9/6282

    摘要: An information processing apparatus that discriminates the orientation of a target includes a calculation unit that calculates a distribution of a difference in feature amount between a plurality of learning patterns each showing the orientation of a target, a determination unit that determines, using a probability distribution obtained from the distribution of differences calculated by the calculation unit, a pixel that is in an input pattern and is to be referred to in order to discriminate the orientation of a target in the input pattern, and a discrimination unit that performs discrimination for obtaining the orientation of the target in the input pattern by comparing a feature amount of the pixel determined by the determination unit and a threshold set in advance.

    摘要翻译: 鉴别目标的方向的信息处理装置包括计算单元,该计算单元计算显示目标的取向的多个学习模式之间的特征量的差异的分布;确定单元,其使用获得的概率分布来确定 根据由计算单元计算出的差异的分布,输入图案中要被标识为输入图案中的目标的方位的像素,以及进行用于获得取向的辨别的判别单元 通过比较由确定单元确定的像素的特征量和预先设定的阈值来输入图案中的目标。

    IMAGE PROCESSING APPARATUS, METHOD THEREOF, PROGRAM, AND IMAGE CAPTURING APPARATUS
    5.
    发明申请
    IMAGE PROCESSING APPARATUS, METHOD THEREOF, PROGRAM, AND IMAGE CAPTURING APPARATUS 有权
    图像处理设备,其方法,程序和图像捕获设备

    公开(公告)号:US20120045095A1

    公开(公告)日:2012-02-23

    申请号:US13207544

    申请日:2011-08-11

    IPC分类号: G06K9/00

    摘要: An image processing apparatus stores model information representing a subject model belonging to a specific category, detects the subject from an input image by referring to the model information, determines a region for which an image correction is to be performed within a region occupied by the detected subject in the input image, stores, for a local region of the image, a plurality of correction data sets representing correspondence between a feature vector representing a feature before correction and a feature vector representing a feature after correction, selects at least one of the correction data sets to be used to correct a local region included in the region determined to undergo the image correction, and corrects the region determined to undergo the image correction using the selected correction data sets.

    摘要翻译: 图像处理装置存储表示属于特定类别的对象模型的模型信息,通过参考模型信息从输入图像检测对象,确定在被检测到的区域内进行图像校正的区域 在输入图像中,对于图像的局部区域存储表示表示校正前的特征的特征矢量与表示校正后的特征的特征矢量之间的对应关系的多个校正数据集,选择校正中的至少一个, 用于校正被确定为进行图像校正的区域中包括的局部区域的数据组,并且使用所选择的校正数据集校正确定为进行图像校正的区域。

    Image processing apparatus, method thereof, program, and image capturing apparatus
    6.
    发明授权
    Image processing apparatus, method thereof, program, and image capturing apparatus 有权
    图像处理装置及其方法,程序和图像捕获装置

    公开(公告)号:US08861881B2

    公开(公告)日:2014-10-14

    申请号:US13207544

    申请日:2011-08-11

    IPC分类号: G06K9/40 G06T5/00 G06T7/00

    摘要: An image processing apparatus stores model information representing a subject model belonging to a specific category, detects the subject from an input image by referring to the model information, determines a region for which an image correction is to be performed within a region occupied by the detected subject in the input image, stores, for a local region of the image, a plurality of correction data sets representing correspondence between a feature vector representing a feature before correction and a feature vector representing a feature after correction, selects at least one of the correction data sets to be used to correct a local region included in the region determined to undergo the image correction, and corrects the region determined to undergo the image correction using the selected correction data sets.

    摘要翻译: 图像处理装置存储表示属于特定类别的对象模型的模型信息,通过参考模型信息从输入图像检测对象,确定在被检测到的区域内进行图像校正的区域 在输入图像中,对于图像的局部区域存储表示表示校正前的特征的特征矢量与表示校正后的特征的特征矢量之间的对应关系的多个校正数据集,选择校正中的至少一个, 用于校正被确定为进行图像校正的区域中包括的局部区域的数据组,并且使用所选择的校正数据集校正确定为进行图像校正的区域。

    Pattern recognition apparatus and pattern recognition method that reduce effects on recognition accuracy, and storage medium
    7.
    发明授权
    Pattern recognition apparatus and pattern recognition method that reduce effects on recognition accuracy, and storage medium 有权
    模式识别装置和模式识别方法,降低对识别精度的影响,以及存储介质

    公开(公告)号:US09262672B2

    公开(公告)日:2016-02-16

    申请号:US13071869

    申请日:2011-03-25

    IPC分类号: G06K9/00 G06K9/62

    摘要: A pattern recognition apparatus that is lightweight for mounting, and reduces the effects of registration conditions or check conditions on recognition accuracy. Similarity sets for respective local features are calculated from a local feature of input data and local features of a plurality of pieces of dictionary data corresponding to the local feature of the input data. Integrated similarities are calculated by integrating a plurality of similarity sets in the local features according to a registration condition or a check condition. Dictionary data corresponding to the input data is identified based on the calculated integrated similarities.

    摘要翻译: 一种轻便安装的图案识别装置,减少注册条件或检查条件对识别精度的影响。 根据输入数据的本地特征和与输入数据的局部特征相对应的多个字典数据的局部特征来计算各个局部特征的相似度集合。 通过根据注册条件或检查条件在局部特征中集成多个相似性集合来计算集成相似度。 基于计算的积分相似度来识别与输入数据对应的词典数据。

    Image processing apparatus and method, and storage medium
    8.
    发明授权
    Image processing apparatus and method, and storage medium 有权
    图像处理装置和方法以及存储介质

    公开(公告)号:US08538091B2

    公开(公告)日:2013-09-17

    申请号:US12147123

    申请日:2008-06-26

    IPC分类号: G06K9/00

    摘要: An image-processing apparatus for executing accurate facial expression recognition even for a subject hard to recognize a facial expression is provided. A person's face region is extracted from an image input from an image input unit. A predetermined partial region that changes between when the facial expression is in the first and second states is extracted from the extracted face region. A facial expression evaluation value is calculated using an evaluation value calculation formula. When the calculated facial expression evaluation value exceeds a threshold value, it is determined that the facial expression is in the second state. If the difference between the maximum value and the minimum value of the calculated facial expression evaluation value within a predetermined time is smaller than a predetermined value, the evaluation value calculation formula or its parameter is changed to increase the difference.

    摘要翻译: 提供了即使对于难以识别面部表情的对象也执行准确的面部表情识别的图像处理装置。 从图像输入单元输入的图像中提取人脸区域。 从所提取的面部区域中提取在面部表情处于第一状态和第二状态之间时的变化的预定部分区域。 使用评价值计算公式计算面部表情评价值。 当所计算的面部表情评估值超过阈值时,确定面部表情处于第二状态。 如果计算出的面部表情评估值的最大值与最小值之间的差在预定时间内小于预定值,则改变评估值计算公式或其参数以增加差异。

    Pattern identification method, parameter learning method and apparatus
    9.
    发明授权
    Pattern identification method, parameter learning method and apparatus 有权
    模式识别方法,参数学习方法和装置

    公开(公告)号:US08527439B2

    公开(公告)日:2013-09-03

    申请号:US12205174

    申请日:2008-09-05

    IPC分类号: G06F17/00

    CPC分类号: G06K9/6282 G06K9/68

    摘要: In a pattern identification method in which input data is classified into predetermined classes by sequentially executing a combination of a plurality of classification processes, at least one of the classification processes includes a mapping step of mapping the input data in an N (N≧2) dimensional feature space as corresponding points, a determination step of determining whether or not to execute the next classification process based on the corresponding points, and selecting step of selecting a classification process to be executed next based on the corresponding points when it is determined in the determination step that the next classification process should be executed.

    摘要翻译: 在通过顺序地执行多个分类处理的组合将输入数据分类为预定类别的模式识别方法中,至少一个分类处理包括映射步骤,其将输入数据映射到N(N> = 2 )维特征空间作为对应点,确定步骤,基于对应点确定是否执行下一个分类处理;以及选择步骤,基于对应点选择下一个执行的分类处理 下一个分类过程应该执行的确定步骤。