Information processing apparatus, information processing method and recording medium

    公开(公告)号:US10572993B2

    公开(公告)日:2020-02-25

    申请号:US15873070

    申请日:2018-01-17

    摘要: An information processing apparatus and method are disclosed, each of which: using a set of normal data, learns a first model for determining the normal data; sets, out of a plurality of abnormality candidate areas, the abnormality candidate areas selected by a user as correct data and the abnormality candidate areas not selected by the user as incorrect data, to learn a second model for identifying the correct data and the incorrect data, each abnormality candidate area indicating a candidate area of an abnormality and detected based on the first model from each of a plurality of captured images; obtains the captured images; detects the abnormality candidate areas from the respective captured images, using the first model; determines whether the abnormality candidate areas detected belong to the correct data or the incorrect data, using the second model; and controls to output a determination.

    LEARNING DEVICE AND LEARNING METHOD
    73.
    发明申请

    公开(公告)号:US20200050933A1

    公开(公告)日:2020-02-13

    申请号:US16529121

    申请日:2019-08-01

    IPC分类号: G06N3/08 G06N20/20 G06K9/62

    摘要: A learning device is configured to perform learning of a decision tree, and includes: a plurality of learning units each corresponding to a data memory of a plurality of data memories, and being configured to perform learning at a first node using learning data acquired by using first addresses related to a storage destination of the learning data corresponding to the first node of the decision tree in the data memory, and output a second address related to a storage destination of each piece of the learning data branched from the first node; and a plurality of managers each corresponding to a learning unit of the plurality of learning units, and being configured to calculate third addresses related to storage destinations of learning data corresponding to second nodes being next nodes of the first node using the first addresses and the second address output from the learning unit.

    Image processing apparatus, image processing method, and recording medium

    公开(公告)号:US10115189B2

    公开(公告)日:2018-10-30

    申请号:US15453430

    申请日:2017-03-08

    申请人: Ryosuke Kasahara

    发明人: Ryosuke Kasahara

    摘要: An image processing apparatus is configured to process an image. The image processing apparatus includes: a calculator configured to calculate a parameter for each of a plurality of areas and for each of a plurality of models describing a plurality of body shapes, each of the plurality of models having the plurality of areas, and probabilities indicating to which of the plurality of models input images input for learning belong; and a comparator configured to compare an input inspection image with the plurality of models whose parameters are optimized based on the probabilities.

    INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING METHOD
    76.
    发明申请
    INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING METHOD 审中-公开
    信息处理系统,信息处理装置和信息处理方法

    公开(公告)号:US20160127405A1

    公开(公告)日:2016-05-05

    申请号:US14874536

    申请日:2015-10-05

    申请人: Ryosuke KASAHARA

    发明人: Ryosuke KASAHARA

    IPC分类号: H04L29/06 G06F17/16 G06N3/08

    摘要: An information processing system, having one or more information processing apparatuses, includes a data input unit configured to take as input first data being multidimensional; a dimension reduction unit configured to generate, based on the first data, second data representing a characteristic of the first data, the second data having a prescribed number of dimensions fewer than a number of dimensions of the first data; and a distinguishing unit configured to distinguish whether the first data is normal data or abnormal data by a semi-supervised anomaly detection, based on the first data and the second data.

    摘要翻译: 具有一个或多个信息处理装置的信息处理系统包括数据输入单元,被配置为将多个维度的第一数据作为输入; 尺寸减小单元,被配置为基于所述第一数据生成表示所述第一数据的特性的第二数据,所述第二数据具有小于所述第一数据的维数的规定数量的维度; 以及区分单元,被配置为基于第一数据和第二数据,通过半监督异常检测来区分第一数据是正常数据还是异常数据。

    Imaging apparatus that adjusts light exposure by analyzing polarization components
    77.
    发明授权
    Imaging apparatus that adjusts light exposure by analyzing polarization components 有权
    通过分析偏振分量来调节曝光的成像设备

    公开(公告)号:US08866960B2

    公开(公告)日:2014-10-21

    申请号:US13587204

    申请日:2012-08-16

    摘要: An imaging apparatus, including an imaging device determining an index value representing differences in sizes of plural polarization components having polarization directions different from each other included in light from each point in an imaging area, and continuously image a polarization information image having a pixel value based on the determined index value to form a moving image of the polarization information image; and a light exposure adjuster adjusting a light exposure such that the differences in sizes of the plural polarization components are maximum at a predetermined light exposure adjustment time during the continuous imaging.

    摘要翻译: 一种成像装置,包括:成像装置,其确定表示来自成像区域中的每个点的光包含的具有彼此不同的偏振方向的多个偏振分量的尺寸差异的指标值,并且连续地成像具有基于像素值的偏振信息图像 对所确定的索引值进行偏振信息图像的运动图像的形成; 以及调节曝光的曝光调节器,使得在连续成像期间的预定曝光调整时间,多个偏振分量的尺寸差异最大。

    Image processor and image processing method
    78.
    发明授权
    Image processor and image processing method 有权
    图像处理器和图像处理方法

    公开(公告)号:US08639029B2

    公开(公告)日:2014-01-28

    申请号:US13414835

    申请日:2012-03-08

    申请人: Ryosuke Kasahara

    发明人: Ryosuke Kasahara

    IPC分类号: G06K9/36

    摘要: An image processor having an image compression unit to generate first compressed image data by dividing input image data into blocks of M×M pixels with regard to at least luminance signals (Y) of the input image data, wavelet-converting the image data in units of blocks, and reducing the number of bits by quantization, a memory to store the first compressed image data, a coordinate calculator to calculate coordinates to deform images by coordinate conversion and output coordinate information, a compressed image deforming unit to generate compressed deformed image data by reading out the first compressed image data stored in the memory while conducting coordinate conversion based on the coordinate information from the coordinate calculator, and a first image decompression unit to decompress the compressed deformed image data to obtain decompressed image data.

    摘要翻译: 一种具有图像压缩单元的图像处理器,用于通过至少关于输入图像数据的亮度信号(Y)将输入图像数据划分成M×M个像素的块来生成第一压缩图像数据,以单位小波变换图像数据 块,通过量化减少位数,存储第一压缩图像数据的存储器,通过坐标转换和输出坐标信息计算使图像变形的坐标的坐标计算器,压缩变形图像数据生成压缩图像变形单元 通过基于来自坐标计算器的坐标信息进行坐标转换,读出存储在存储器中的第一压缩图像数据,以及第一图像解压缩单元,对压缩的变形图像数据进行解压缩以获得解压缩的图像数据。

    Image processing device capable of efficiently correcting image data and imaging apparatus capable of performing the same
    79.
    发明授权
    Image processing device capable of efficiently correcting image data and imaging apparatus capable of performing the same 有权
    能够有效地校正图像数据的图像处理装置和能够执行该图像数据的成像装置

    公开(公告)号:US08570334B2

    公开(公告)日:2013-10-29

    申请号:US12805578

    申请日:2010-08-06

    IPC分类号: G09G5/39

    CPC分类号: H04N5/3572 G06T3/40

    摘要: An image processing device includes a memory interface to read out image data from a memory, and a memory access controller to control reading process of the memory interface so as to keep a number of pixels in a main scanning direction of the image data read out from the memory smaller than a number of pixels in a main scanning direction of a screen to which the image data is output.

    摘要翻译: 图像处理装置包括从存储器读出图像数据的存储器接口和用于控制存储器接口的读取处理的存储器访问控制器,以便将图像数据的主扫描方向上的像素数目从 所述存储器小于输出图像数据的屏幕的主扫描方向上的像素数量。

    Image processing apparatus, image processing method, and image capturing apparatus
    80.
    发明授权
    Image processing apparatus, image processing method, and image capturing apparatus 有权
    图像处理装置,图像处理方法和图像捕获装置

    公开(公告)号:US08421880B2

    公开(公告)日:2013-04-16

    申请号:US13103401

    申请日:2011-05-09

    IPC分类号: H04N9/73

    CPC分类号: H04N5/2357

    摘要: An image processing apparatus includes: a difference calculation unit that calculates a difference value of a feature amount of image data of a predetermined region between a present frame and a past frame; a first counting unit that counts number of times when an absolute value of the difference value exceeds a threshold during a predetermined period of time; a second counting unit that counts number of times when the difference value of the image data have different plus-minus signs between a present frame and a past frame during a predetermined period of time; and an identification unit that identifies a light source frequency by comparing the output of the second counting unit with a predetermined value when the output of the first counting unit exceeds a predetermined value.

    摘要翻译: 一种图像处理装置,包括:差分计算单元,计算当前帧和过去帧之间的预定区域的图像数据的特征量的差值; 第一计数单元,其计算在预定时间段期间所述差值的绝对值超过阈值的次数; 第二计数单元,其计算在预定时间段期间图像数据的差值在当前帧和过去帧之间具有不同正负号的次数; 以及识别单元,当第一计数单元的输出超过预定值时,通过将第二计数单元的输出与预定值进行比较来识别光源频率。