Method and apparatus of detecting eye using symmetry and moment characteristics of object
    1.
    发明授权
    Method and apparatus of detecting eye using symmetry and moment characteristics of object 失效
    使用物体的对称性和力矩特征检测眼睛的方法和装置

    公开(公告)号:US07697734B2

    公开(公告)日:2010-04-13

    申请号:US11445062

    申请日:2006-06-01

    IPC分类号: G06K9/00

    CPC分类号: G06K9/0061

    摘要: Provided are a method and apparatus of detecting an eye using symmetrical and moment characteristics of an object. According to the method, an eye band is extracted from a facial image, and eye candidates each having symmetry are detected by extracting symmetrical component from the eye band. After that, a moment line integral is calculated on the basis of contrast of the eye band image and a coordinate of each of the eye candidates is inputted, so that each of the detected eye candidates is verified.

    摘要翻译: 提供了使用对象的对称和时刻特征来检测眼睛的方法和装置。 根据该方法,从面部图像中提取眼带,并且通过从眼睛带中提取对称分量来检测各自具有对称性的眼睛候选。 之后,基于眼睛图像的对比度和每个候选眼睛的坐标来计算矩线积分,从而验证每个检测到的候选眼睛。

    Method and apparatus for detecting eyes in face region
    2.
    发明授权
    Method and apparatus for detecting eyes in face region 有权
    用于检测脸部区域的眼睛的方法和装置

    公开(公告)号:US07929734B2

    公开(公告)日:2011-04-19

    申请号:US11760835

    申请日:2007-06-11

    IPC分类号: G06K9/00

    CPC分类号: G06K9/0061

    摘要: Provided are a method and an apparatus for accurately detecting positions of eyes in an input face image. The method includes extracting a symmetric face region from a face image based on magnitude and phase of gradient in each pixel of the face image; detecting available eye positions based on brightness information of the extracted face region; verifying regions around each of the detected eye positions with a classifier which determines whether an input image is an eye image using information obtained by supervised learning on sample images. According to the present invention, faulty eye detection is prevented by removing obscuring elements such as illumination, glasses and hair from an input face image. Also, eye coordinates can be extracted more accurately using an eye classifier.

    摘要翻译: 提供了一种准确地检测输入面部图像中的眼睛位置的方法和装置。 该方法包括基于面部图像的每个像素中的梯度的大小和相位从面部图像提取对称面部区域; 基于所提取的面部区域的亮度信息来检测可用的眼睛位置; 使用分类器来检验每个检测到的眼睛位置周围的区域,所述分类器使用通过对样本图像的监督学习获得的信息来确定输入图像是否是眼睛图像。 根据本发明,通过从输入面部图像去除诸如照明,眼镜和头发的遮蔽元件来防止错误的眼睛检测。 此外,可以使用眼睛分类器更准确地提取眼睛坐标。

    Apparatus and method for detecting facial image
    3.
    发明授权
    Apparatus and method for detecting facial image 有权
    用于检测面部图像的装置和方法

    公开(公告)号:US08326000B2

    公开(公告)日:2012-12-04

    申请号:US12484644

    申请日:2009-06-15

    IPC分类号: G06K9/00

    CPC分类号: G06K9/00228

    摘要: A method of detecting a facial image includes pre-processing an image; and detecting a face region from the pre-processed image to create facial records of the detected face region. Further, the method of detecting the facial image includes detecting the facial image by creating coordinates of the face and eyes in the input image by using the facial records.

    摘要翻译: 检测面部图像的方法包括对图像进行预处理; 以及从所述预处理图像检测面部区域以创建所检测到的面部区域的面部记录。 此外,检测面部图像的方法包括通过使用面部记录创建输入图像中的脸部和眼睛的坐标来检测面部图像。

    Method and apparatus for detecting forged face using infrared image
    4.
    发明授权
    Method and apparatus for detecting forged face using infrared image 有权
    使用红外图像检测伪造脸部的方法和装置

    公开(公告)号:US08582833B2

    公开(公告)日:2013-11-12

    申请号:US12625427

    申请日:2009-11-24

    IPC分类号: G06K9/00

    CPC分类号: G06K9/00255 G06K9/2018

    摘要: A method for detecting a forged face using an infrared image includes: acquiring an infrared image and a photorealistic image captured by one or two cameras; extracting a face region from the photorealistic image; determining, based on analysis of quality characteristics of the infrared image, whether a current face is a forged face or not; and performing face recognition on the extracted face region if it is determined that the current face is a non-forged face. The method further includes capturing an infrared image and a photorealistic image again through the camera without performing face recognition if it is determined that the current face is a forged face.

    摘要翻译: 使用红外图像检测伪造脸部的方法包括:获取由一个或两个照相机拍摄的红外图像和照片写实图像; 从真实感图像提取面部区域; 基于对红外图像的质量特性的分析,确定当前面是否为锻造面; 以及如果确定当前脸部是非锻造脸部,则在提取的脸部区域上执行脸部识别。 该方法还包括如果确定当前脸部是锻造脸部,则通过照相机再次捕获红外图像和照片写实图像而不执行面部识别。

    FORGED FACE DETECTING METHOD AND APPARATUS THEREOF
    5.
    发明申请
    FORGED FACE DETECTING METHOD AND APPARATUS THEREOF 有权
    强化面检测方法及其设备

    公开(公告)号:US20100134250A1

    公开(公告)日:2010-06-03

    申请号:US12629011

    申请日:2009-12-01

    IPC分类号: G05B19/00 H04N5/33 G06K9/00

    摘要: 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.

    摘要翻译: 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。

    METHOD AND APPARATUS FOR DETECTING FORGED FACE USING INFRARED IMAGE
    7.
    发明申请
    METHOD AND APPARATUS FOR DETECTING FORGED FACE USING INFRARED IMAGE 有权
    使用红外图像检测加工面的方法和装置

    公开(公告)号:US20100128938A1

    公开(公告)日:2010-05-27

    申请号:US12625427

    申请日:2009-11-24

    IPC分类号: G06K9/00

    CPC分类号: G06K9/00255 G06K9/2018

    摘要: A method for detecting a forged face using an infrared image includes: acquiring an infrared image and a photorealistic image captured by one or two cameras; extracting a face region from the photorealistic image; determining, based on analysis of quality characteristics of the infrared image, whether a current face is a forged face or not; and performing face recognition on the extracted face region if it is determined that the current face is a non-forged face. The method further includes capturing an infrared image and a photorealistic image again through the camera without performing face recognition if it is determined that the current face is a forged face.

    摘要翻译: 使用红外图像检测伪造脸部的方法包括:获取由一个或两个照相机拍摄的红外图像和照片写实图像; 从真实感图像提取面部区域; 基于对红外图像的质量特性的分析,确定当前面是否为锻造面; 以及如果确定当前脸部是非锻造脸部,则在提取的脸部区域上执行脸部识别。 该方法还包括如果确定当前脸部是锻造脸部,则通过相机再次捕获红外图像和照片写实图像而不执行面部识别。

    Forged face detecting method and apparatus thereof
    8.
    发明授权
    Forged face detecting method and apparatus thereof 有权
    锻造面部检测方法及其装置

    公开(公告)号:US08493178B2

    公开(公告)日:2013-07-23

    申请号:US12629011

    申请日:2009-12-01

    IPC分类号: G05B19/00

    摘要: 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.

    摘要翻译: 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。