INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM

    公开(公告)号:US20220392207A1

    公开(公告)日:2022-12-08

    申请号:US17825962

    申请日:2022-05-26

    Abstract: An information processing apparatus operable to perform computation processing in a neural network comprises a coefficient storage unit configured to store filter coefficients of the neural network, a feature storage unit configured to store feature data, a storage control unit configured to store in the coefficient storage unit a part of previously obtained feature data as template feature data, a convolution operation unit configured to compute new feature data by a convolution operation between feature data stored in the feature storage unit and filter coefficients stored in the coefficient storage unit, and compute, by a convolution operation between feature data stored in the feature storage unit and the template feature data stored in the coefficient storage unit, correlation data between the feature data stored in the feature storage unit and the template feature data.

    Image transmission system, image processing apparatus, image storage apparatus, and control methods thereof
    2.
    发明授权
    Image transmission system, image processing apparatus, image storage apparatus, and control methods thereof 有权
    图像传输系统,图像处理装置,图像存储装置及其控制方法

    公开(公告)号:US09595113B2

    公开(公告)日:2017-03-14

    申请号:US14729199

    申请日:2015-06-03

    Inventor: Kinya Osa

    CPC classification number: G06T7/11 G06K9/6215 G06K9/6223 G06T7/187 G06T9/00

    Abstract: A transmission device divides image data into a plurality of regions on the basis of a similarity of pixels and transmits the image data and region representative points of the plurality of regions. A reception device receives the image data and the region representative points transmitted from the transmission device. The reception device generates region labels used for identifying the plurality of regions using the image data and the region representative points.

    Abstract translation: 发送装置基于像素的相似度将图像数据分割为多个区域,并且发送多个区域的图像数据和区域代表点。 接收装置接收从发送装置发送的图像数据和区域代表点。 接收装置使用图像数据和区域代表点生成用于识别多个区域的区域标签。

    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:US09547806B2

    公开(公告)日:2017-01-17

    申请号:US14224555

    申请日:2014-03-25

    Inventor: Kinya Osa

    CPC classification number: G06K9/6269 G06F17/18 G06K9/6287

    Abstract: There is provided an information processing apparatus. A multidimensional input vector is input. For each dimension of the input vector, a function value of a single-variable function with an element of the dimension as a variable is derived, by referring to a lookup table indicating a correspondence between a variable and a function value of the single-variable function. A product of the single-variable functions approximates a function value of a multiple-variable function. For each dimension of the input vector, a product of the function value derived by the derivation unit and a predetermined coefficient corresponding to the dimension is calculated. A value calculated using the total of the products calculated by the product calculation unit for each dimension of the input vector is output as a classification index indicating a class of the input vector.

    Abstract translation: 提供了一种信息处理装置。 输入多维输入向量。 对于输入向量的每个维度,通过参考指示变量与单变量的函数值之间的对应关系的查找表,导出具有维度的元素作为变量的单变量函数的函数值 功能。 单变量函数的乘积近似于多变量函数的函数值。 对于输入向量的每个维度,计算由推导单元导出的函数值与对应于维度的预定系数的乘积。 输出使用由乘积计算单元计算的输入矢量的每个维度的乘积的总和计算的值作为指示输入向量的类别的分类索引。

    INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD AND STORAGE MEDIUM
    4.
    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:US20140297707A1

    公开(公告)日:2014-10-02

    申请号:US14224555

    申请日:2014-03-25

    Inventor: Kinya Osa

    CPC classification number: G06K9/6269 G06F17/18 G06K9/6287

    Abstract: There is provided an information processing apparatus. A multidimensional input vector is input. For each dimension of the input vector, a function value of a single-variable function with an element of the dimension as a variable is derived, by referring to a lookup table indicating a correspondence between a variable and a function value of the single-variable function. A product of the single-variable functions approximates a function value of a multiple-variable function. For each dimension of the input vector, a product of the function value derived by the derivation unit and a predetermined coefficient corresponding to the dimension is calculated. A value calculated using the total of the products calculated by the product calculation unit for each dimension of the input vector is output as a classification index indicating a class of the input vector.

    Abstract translation: 提供了一种信息处理装置。 输入多维输入向量。 对于输入向量的每个维度,通过参考指示变量与单变量的函数值之间的对应关系的查找表,导出具有维度的元素作为变量的单变量函数的函数值 功能。 单变量函数的乘积近似于多变量函数的函数值。 对于输入向量的每个维度,计算由推导单元导出的函数值与对应于维度的预定系数的乘积。 输出使用由乘积计算单元计算的输入矢量的每个维度的乘积的总和计算的值作为指示输入向量的类别的分类索引。

    IMAGE TRANSMISSION SYSTEM, IMAGE PROCESSING APPARATUS, IMAGE STORAGE APPARATUS, AND CONTROL METHODS THEREOF
    5.
    发明申请
    IMAGE TRANSMISSION SYSTEM, IMAGE PROCESSING APPARATUS, IMAGE STORAGE APPARATUS, AND CONTROL METHODS THEREOF 有权
    图像传输系统,图像处理装置,图像存储装置及其控制方法

    公开(公告)号:US20150356741A1

    公开(公告)日:2015-12-10

    申请号:US14729199

    申请日:2015-06-03

    Inventor: Kinya Osa

    CPC classification number: G06T7/11 G06K9/6215 G06K9/6223 G06T7/187 G06T9/00

    Abstract: A transmission device divides image data into a plurality of regions on the basis of a similarity of pixels and transmits the image data and region representative points of the plurality of regions. A reception device receives the image data and the region representative points transmitted from the transmission device. The reception device generates region labels used for identifying the plurality of regions using the image data and the region representative points.

    Abstract translation: 发送装置基于像素的相似度将图像数据分割为多个区域,并且发送多个区域的图像数据和区域代表点。 接收装置接收从发送装置发送的图像数据和区域代表点。 接收装置使用图像数据和区域代表点来生成用于识别多个区域的区域标签。

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