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    • 1. 发明授权
    • Pattern recognition method and apparatus for data protection
    • 用于数据保护的模式识别方法和装置
    • US08156341B2
    • 2012-04-10
    • US12234263
    • 2008-09-19
    • Yongjin LeeKi Young MoonYun Su ChungKyo Il Chung
    • Yongjin LeeKi Young MoonYun Su ChungKyo Il Chung
    • H04L9/32
    • G06K9/6285G06F21/32
    • Provided a secure pattern recognition method. The method includes: receiving data and generating a probe by converting the received data into a template for pattern recognition; accessing a gallery that is a template registered and stored in advance; determining a region to which the probe belongs and obtaining the center point of the region; obtaining a hash value of the center point and coordinate of the probe; and determining whether or not the hash value of the center point and a hash value stored in the gallery are equal and determining whether or not the probe and the gallery are classified into the same class by calculating whether or not the coordinate of the probe is inside a decision boundary configured with thresholds on the basis of the coordinates of the center point.
    • 提供了一种安全模式识别方法。 该方法包括:通过将接收的数据转换为用于模式识别的模板来接收数据和生成探测; 访问作为预先注册和存储的模板的图库; 确定所述探针所属的区域并获得所述区域的中心点; 获取探测器的中心点和坐标的哈希值; 并且确定中心点的散列值和存储在画廊中的散列值是否相等,并且通过计算探针的坐标是否在内部来确定探针和画廊是否被分类成同一类别 基于中心点的坐标配置有阈值的判定边界。
    • 2. 发明授权
    • Method and apparatus for extracting face feature
    • 用于提取脸部特征的方法和装置
    • US07949158B2
    • 2011-05-24
    • US11828651
    • 2007-07-26
    • Yongjin LeeKi Young MoonKyo Il Chung
    • Yongjin LeeKi Young MoonKyo Il Chung
    • G06K9/00
    • G06K9/00288G06K9/00275
    • A method and apparatus for extracting a face feature to construct a face search system having a high recognition rate are provided. The method includes calculating an average image of each of a plurality of candidates having one or more face images to which different weights are given according to an order in which the face images are acquired and calculating a total average image of all face images of the plurality of candidates, calculating a between-class scatter matrix based on a difference between each candidate's average image and the total average image and a within-class scatter matrix based on a difference between each candidate's average image and each candidate's predetermined face image of the one or more face images, and generating a base vector that maximizes a criterion defined by a ratio between the between-class scatter matrix and the within-class scatter matrix.
    • 提供了一种用于提取面部特征以构建具有高识别率的面部搜索系统的方法和装置。 该方法包括根据获取脸部图像的顺序来计算具有一个或多个面部图像的多个候选者中的每一个的平均图像,并且计算多个面部图像的全部平均图像 基于每个候选人的平均图像与总平均图像之间的差异以及基于每个候选者的平均图像与每个候选者的平均图像与每个候选者的预定面部图像之间的差异的类内分散矩阵来计算类间散布矩阵, 并且生成最大化由类间散布矩阵和类内散布矩阵之间的比率定义的标准的基本向量。
    • 5. 发明授权
    • Forged face detecting method and apparatus thereof
    • 锻造面部检测方法及其装置
    • US08493178B2
    • 2013-07-23
    • US12629011
    • 2009-12-01
    • Yun Su ChungYongjin LeeSung Uk JungKi Young Moon
    • Yun Su ChungYongjin LeeSung Uk JungKi Young Moon
    • G05B19/00
    • G06K9/2018G06K9/00221G06K9/00899
    • A forged face detecting method includes: acquiring a photorealistic image and an infrared image of a subject on which line beams are projected; extracting face features from the infrared image based on characteristics of a pattern of the line beams projected on the acquired infrared image; and detecting whether or not the infrared image is a forged face based on the extracted face features. Said detecting whether or not the infrared image is a forged face includes: checking whether the extracted face features falls within a preset permission range of face features; determining the infrared image to have the forged face if the extracted face features fall out of the range to acquire an infrared image of the subject again; and determining the infrared image to have a non-forged face if the extracted face features falls within the range to perform face recognition for the photorealistic image.
    • 锻造面部检测方法包括:获取投影线束的被摄体的照片写实图像和红外图像; 基于投影在所获取的红外图像上的线束的图案的特性,从红外图像提取脸部特征; 以及基于所提取的面部特征来检测所述红外图像是否是锻造的面部。 所述检测红外图像是否为锻造面包括:检查所提取的脸部特征是否落入面部特征的预设允许范围内; 如果所提取的面部特征落在范围内,则确定红外图像具有伪造的脸部,以再次获取被摄体的红外图像; 以及如果所提取的面部特征落入所述范围内,则确定所述红外图像具有非锻造面以对所述照相感觉图像执行面部识别。
    • 7. 发明申请
    • FORGED FACE DETECTING METHOD AND APPARATUS THEREOF
    • 强化面检测方法及其设备
    • US20100134250A1
    • 2010-06-03
    • US12629011
    • 2009-12-01
    • Yun Su CHUNGYongjin LeeSung Uk JungKi Young Moon
    • Yun Su CHUNGYongjin LeeSung Uk JungKi Young Moon
    • G05B19/00H04N5/33G06K9/00
    • G06K9/2018G06K9/00221G06K9/00899
    • A forged face detecting method includes: acquiring a photorealistic image and an infrared image of a subject on which line beams are projected; extracting face features from the infrared image based on characteristics of a pattern of the line beams projected on the acquired infrared image; and detecting whether or not the infrared image is a forged face based on the extracted face features. Said detecting whether or not the infrared image is a forged face includes: checking whether the extracted face features falls within a preset permission range of face features; determining the infrared image to have the forged face if the extracted face features fall out of the range to acquire an infrared image of the subject again; and determining the infrared image to have a non-forged face if the extracted face features falls within the range to perform face recognition for the photorealistic image.
    • 锻造面部检测方法包括:获取投影线束的被摄体的照片写实图像和红外图像; 基于投影在所获取的红外图像上的线束的图案的特性,从红外图像提取脸部特征; 以及基于所提取的面部特征来检测所述红外图像是否是锻造的面部。 所述检测红外图像是否为锻造面包括:检查所提取的脸部特征是否落入面部特征的预设允许范围内; 如果所提取的面部特征落在范围内,则确定红外图像具有伪造的脸部,以再次获取被摄体的红外图像; 以及如果所提取的面部特征落入所述范围内,则确定所述红外图像具有非锻造面以对所述照相感觉图像执行面部识别。
    • 10. 发明申请
    • Live cell chamber for microscopes
    • 显微镜活细胞室
    • US20050196857A1
    • 2005-09-08
    • US11069009
    • 2005-03-01
    • Yongjin Lee
    • Yongjin Lee
    • G02B21/26C12M1/22
    • G02B21/34B01L2200/025B01L2200/0689B01L2200/147B01L2300/041B01L2300/0654B01L2300/0822B01L2300/0877B01L2300/088B01L2300/18
    • Disclosed herein is a live cell chamber for a microscope. The live cell chamber comprises a chamber body, a transparent specimen plate, a specimen mounting base, and at least one sealing member. The chamber body includes at least one vertically perforated inner space, and a plurality of magnets. The specimen mounting base includes a specimen receiving portion, a magnetic member embedded around the specimen receiving portion such that the magnetic member can react to the magnets, and at least one through hole formed through the specimen receiving portion such that the center of the through hole is collinear with the center of the inner space of the chamber body. The sealing member is attached to the one end of the inner space while being attached at the other side to an upper surface of the specimen plate, thereby sealing a space defined between the inner space and the plate.
    • 本文公开了用于显微镜的活细胞室。 活细胞室包括室主体,透明样品板,样品安装基座和至少一个密封构件。 室主体包括至少一个垂直穿孔的内部空间和多个磁体。 样本安装基座包括样本接收部分,磁性部件,其围绕检体接收部分嵌入,使得磁性部件能够对磁体作出反应;以及至少一个通孔,其穿过检测体接收部分形成,使得通孔的中心 与室体的内部空间的中心共线。 密封构件在另一侧附接到内部空间的一端附接到试样板的上表面,从而密封在内部空间和板之间限定的空间。