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    • 4. 发明授权
    • Image recognition apparatus
    • 图像识别装置
    • US07158664B2
    • 2007-01-02
    • US10286541
    • 2002-11-01
    • Nobuharu NagaokaTakayuki TsujiHiroshi HattoriKouzou SimamuraMasahito Watanabe
    • Nobuharu NagaokaTakayuki TsujiHiroshi HattoriKouzou SimamuraMasahito Watanabe
    • G06K9/00G06K9/40
    • G06K9/00651G06K9/00805G06T7/70G06T7/97
    • An image processing unit determines the size of a circumscribed quadrangle of the target object, and predicts the overlap of the two different objects. If overlap is predicted, the target object is divided into two divided regions L_b and R_b containing the left and right edges of the target object respectively, and by performing a correlation calculation between the left image and the right image captured by a stereo camera for each of the divided regions, the parallaxes of the respective divided regions L_b and R_b can be determined. Then, if the absolute value of the difference between the parallaxes of the respective divided regions L_b and R_b is greater than a predetermined value, a determination is made that different objects are overlapping within the target object, and the target object is divided for recognition, and the distance to the respective objects is calculated independently.
    • 图像处理单元确定目标对象的外接四边形的大小,并且预测两个不同对象的重叠。 如果预测重叠,则将目标对象分别分别包含目标对象的左边缘和右边缘的两个分割区域L_b和R_b,并且通过对于每个对象物体执行由立体相机拍摄的左图像和右图像之间的相关计算 可以确定各分割区域L_b,R_b的视差。 然后,如果各个分割区域L_b和R_b的视差之间的差的绝对值大于预定值,则确定不同对象在目标对象内重叠,并且目标对象被划分以进行识别, 并且独立地计算到各个对象的距离。
    • 5. 发明授权
    • Vehicle environment monitoring system
    • 车辆环境监测系统
    • US06789015B2
    • 2004-09-07
    • US10102572
    • 2002-03-20
    • Takayuki TsujiHiroshi HattoriNobuharu NagaokaMasahito Watanabe
    • Takayuki TsujiHiroshi HattoriNobuharu NagaokaMasahito Watanabe
    • G05D100
    • G01S11/12B60R21/013B60W30/09B60W2550/20G06T7/20G08G1/166
    • A vehicle environment monitoring system for an automotive vehicle, is capable of accurately detecting the movement of an object existing in an external environment of the vehicle, and determining the probability of collision between the object and the vehicle, thereby appropriately warning the driver. A running speed of the vehicle is detected, and a distance between the object and the vehicle is calculated, based on the image obtained by the imaging device. A relative speed between the object and the vehicle is calculated according to the calculated distance. It is determined whether or not there is a significant probability that the vehicle may collide with the object, based on the running speed of the vehicle and the distance therebetween on condition that the relative speed is in the vicinity of the running speed of the vehicle.
    • 一种用于机动车辆的车辆环境监测系统能够精确地检测存在于车辆的外部环境中的物体的移动,并且确定物体与车辆之间的碰撞概率,从而适当地警告驾驶员。 检测车辆的运行速度,并且基于由成像装置获得的图像来计算物体与车辆之间的距离。 根据计算的距离计算物体与车辆之间的相对速度。 在相对速度处于车辆行驶速度附近的条件下,基于车辆的行驶速度和其间的距离来确定车辆是否可能与物体发生碰撞的可能性很大。
    • 7. 发明授权
    • Image recognition apparatus
    • 图像识别装置
    • US07474765B2
    • 2009-01-06
    • US11554292
    • 2006-10-30
    • Nobuharu NagaokaTakayuki TsujiHiroshi HattoriKouzou SimamuraMasahito Watanabe
    • Nobuharu NagaokaTakayuki TsujiHiroshi HattoriKouzou SimamuraMasahito Watanabe
    • G06K9/00
    • G06K9/00651G06K9/00805G06T7/70G06T7/97
    • An image processing unit determines the size of a circumscribed quadrangle of the target object, and predicts the overlap of the two different objects. If overlap is predicted, the target object is divided into two divided regions L_b and R_b containing the left and right edges of the target object respectively, and by performing a correlation calculation between the left image and the right image captured by a stereo camera for each of the divided regions, the parallaxes of the respective divided regions L_b and R_b can be determined. Then, if the absolute value of the difference between the parallaxes of the respective divided regions L_b and R_b is greater than a predetermined value, a determination is made that different objects are overlapping within the target object, and the target object is divided for recognition, and the distance to the respective objects is calculated independently.
    • 图像处理单元确定目标对象的外接四边形的大小,并且预测两个不同对象的重叠。 如果预测重叠,则将目标对象分别分别包含目标对象的左边缘和右边缘的两个分割区域L_b和R_b,并且通过对于每个对象物体执行由立体相机拍摄的左图像和右图像之间的相关计算 可以确定各分割区域L_b,R_b的视差。 然后,如果各个分割区域L_b和R_b的视差之间的差的绝对值大于预定值,则确定不同对象在目标对象内重叠,并且目标对象被划分以进行识别, 并且独立地计算到各个对象的距离。
    • 10. 发明授权
    • Image recognition system
    • 图像识别系统
    • US06658150B2
    • 2003-12-02
    • US09728511
    • 2000-12-01
    • Takayuki TsujiNobuharu NagaokaHiroshi HattoriMasahito Watanabe
    • Takayuki TsujiNobuharu NagaokaHiroshi HattoriMasahito Watanabe
    • G06K968
    • G06K9/6203G06T7/97G06T2207/10012H04N13/239H04N2013/0081
    • An image recognition system recognizes correspondence between object images contained respectively in two images obtained by two infrared ray cameras. One of the two images is set to a reference image and another of the two images to a comparison image. A correlation parameter indicative of a correlation between a reference pattern contained in the reference image and containing an object image and each pattern contained in the comparison image and identical in shape to the reference pattern is calculated by using a luminance value indicative of a luminance of the reference pattern and a luminance value indicative of a luminance of the each pattern contained in the comparison image. Based on the calculated correlation parameter, a pattern having a highest correlation with the reference pattern is extracted from the comparison image as a corresponding pattern which corresponds to the reference pattern. Identity between the object image contained in the reference pattern and the object image contained in the corresponding pattern is determined based on a difference between a contrast value indicative of a contrast of the reference pattern and a contrast value indicative of a contrast of the corresponding pattern.
    • 图像识别系统识别由两个红外线摄像机获得的两个图像中分别包含的对象图像之间的对应关系。 将两个图像中的一个设置为参考图像,将两个图像中的另一个设置为比较图像。 通过使用表示参考图像的亮度的亮度值来计算指示包含在参考图像中并包含对象图像的参考图案和包含在比较图像中并且与形状相同的参考图案之间的相关性的相关参数 参考图案和指示比较图像中包含的每个图案的亮度的亮度值。 基于所计算的相关参数,从比较图像中提取与参考图案具有最高相关性的图案作为对应于参考图案的对应图案。 基于指示参考图案的对比度的对比度值和表示对应图案的对比度的对比度值之间的差异来确定包含在参考图案中的对象图像与包含在对应图案中的对象图像之间的身份。