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    • 1. 发明授权
    • Vehicle surroundings monitoring apparatus, vehicle surroundings monitoring method, and vehicle surroundings monitoring program
    • 车辆环境监测装置,车辆周边监测方法和车辆环境监测程序
    • US07671725B2
    • 2010-03-02
    • US11717565
    • 2007-03-13
    • Takayuki TsujiNobuharu NagaokaYoichi SugimotoMorimichi Nishigaki
    • Takayuki TsujiNobuharu NagaokaYoichi SugimotoMorimichi Nishigaki
    • B60Q1/00
    • G06K9/00369G06K9/00791
    • A vehicle surroundings monitoring apparatus, a vehicle surroundings monitoring method, and a vehicle surroundings monitoring program which can rapidly determine an object such as a pedestrian to be avoided which must be avoided from coming into contact with the vehicle from an image of the surroundings of the vehicle and can provide information to a driver or control the vehicle behaviors. The vehicle surroundings monitoring apparatus includes an object extraction process unit (11) which extracts objects existing around a vehicle (10) from images taken by infrared cameras (2R, 2L), a pedestrian extraction process unit (12) which extracts a pedestrian from the extracted objects, a posture determination process unit (13) which determines the posture of the extracted pedestrian, an object-to-be-avoided determination process unit (14) which determines whether the extracted object is an object to be avoided which must be avoided from coming into contact with the vehicle (10) by executing a determination algorithm including at least a first determination process on the posture of the pedestrian determined by the posture determination process unit (13), and a vehicle equipment control process unit (15) which controls equipment of the vehicle (10) at least according to the determination result of the object-to-be-avoided determination process unit (14).
    • 一种车辆周边监视装置,车辆环境监视方法以及车辆周边监视程序,其能够快速地确定要避免的对象,所述对象应当避免与所述车辆的环境的图像接触而与车辆接触 车辆,并可向驾驶员提供信息或控制车辆行为。 车辆周边监视装置包括从红外线摄像机(2R,2L)拍摄的图像中提取车辆(10)周围存在的物体的物体提取处理单元(11),从步行者提取处理单元(12) 提取的对象,确定所提取的行人的姿势的姿势确定处理单元(13),确定提取的对象是否必须避免的对象的避免对象的确定处理单元(14) 通过执行至少包括由姿势判定处理单元(13)确定的行人姿势的第一确定处理的确定算法,以及车辆设备控制处理单元(15),与车辆(10)接触,车辆设备控制处理单元 至少根据对象对象确定处理单元(14)的确定结果控制车辆(10)的设备。
    • 2. 发明申请
    • Vehicle surroundings monitoring apparatus, vehicle surroundings monitoring method, and vehicle surroundings monitoring program
    • 车辆环境监测装置,车辆周边监测方法和车辆环境监测程序
    • US20070222566A1
    • 2007-09-27
    • US11717565
    • 2007-03-13
    • Takayuki TsujiNobuharu NagaokaYoichi SugimotoMorimichi Nishigaki
    • Takayuki TsujiNobuharu NagaokaYoichi SugimotoMorimichi Nishigaki
    • B60Q1/00E05F15/00G06K9/00H04N7/18
    • G06K9/00369G06K9/00791
    • A vehicle surroundings monitoring apparatus, a vehicle surroundings monitoring method, and a vehicle surroundings monitoring program which can rapidly determine an object such as a pedestrian to be avoided which must be avoided from coming into contact with the vehicle from an image of the surroundings of the vehicle and can provide information to a driver or control the vehicle behaviors. The vehicle surroundings monitoring apparatus includes an object extraction process unit (11) which extracts objects existing around a vehicle (10) from images taken by infrared cameras (2R, 2L), a pedestrian extraction process unit (12) which extracts a pedestrian from the extracted objects, a posture determination process unit (13) which determines the posture of the extracted pedestrian, an object-to-be-avoided determination process unit (14) which determines whether the extracted object is an object to be avoided which must be avoided from coming into contact with the vehicle (10) by executing a determination algorithm including at least a first determination process on the posture of the pedestrian determined by the posture determination process unit (13), and a vehicle equipment control process unit (15) which controls equipment of the vehicle (10) at least according to the determination result of the object-to-be-avoided determination process unit (14).
    • 一种车辆周边监视装置,车辆环境监视方法以及车辆周边监视程序,其能够快速地确定要避免的对象,所述对象应当避免与所述车辆的环境的图像接触而与车辆接触 车辆,并可向驾驶员提供信息或控制车辆行为。 车辆周边监视装置包括物体提取处理单元(11),其从由红外线摄像机(2R,2L)拍摄的图像中提取车辆(10)周围的物体,行人提取处理单元(12) 从所提取的对象中,确定所提取的行人的姿势的姿势确定处理单元(13),确定所提取的对象是否是要被避免的对象的对象对象确定处理单元(14) 通过执行至少包括由姿势判定处理单元(13)确定的行人姿态的第一判定处理的判定算法和车辆设备控制处理单元(15),避免与车辆(10)接触 ),其至少根据对象对象确定处理单元(14)的确定结果来控制车辆(10)的设备。
    • 3. 发明授权
    • Vehicle surroundings monitoring apparatus
    • 车辆周边监控装置
    • US08810653B2
    • 2014-08-19
    • US11712533
    • 2007-02-28
    • Nobuharu NagaokaTakayuki TsujiYoichi SugimotoMorimichi Nishigaki
    • Nobuharu NagaokaTakayuki TsujiYoichi SugimotoMorimichi Nishigaki
    • H04N7/18G06K9/00
    • G06K9/00369G06K9/00791G06K9/00805
    • A vehicle surroundings monitoring apparatus capable of distinguishing and determining an object type with high reliability, particularly a vehicle surroundings monitoring apparatus capable of determining an object by distinguishing between a pedestrian and other objects among the objects with high reliability. The vehicle surroundings monitoring apparatus detects an object existing around a vehicle (10) from images obtained by cameras 2R and 2L mounted on the vehicle (10) and includes an object extraction process unit (steps 1 to 9) which extracts an object from the image, a width calculation process unit (steps 101 to 104) which calculates widths of the object in a plurality of height positions spaced at vertical intervals of the object extracted by the object extraction process unit, and an object type determination process unit (step 105) which determines the type of the object based on the widths calculated by the width calculation process unit.
    • 特别是一种车辆周边监视装置,能够区分和确定具有高可靠性的对象类型的车辆周围环境监视装置,特别是能够通过以高可靠性区分对象之间的步行者和其他对象来确定对象的车辆周边监视装置。 车辆周围环境监视装置根据安装在车辆(10)上的摄像机2R和2L获得的图像检测车辆(10)周围的物体,并且包括从图像中提取物体的物体提取处理单元(步骤1至9) ,宽度计算处理单元(步骤101至104),其计算由对象提取处理单元提取的对象的垂直间隔间隔开的多个高度位置中的对象的宽度;以及对象类型确定处理单元(步骤105) 其基于由宽度计算处理单元计算的宽度来确定对象的类型。
    • 4. 发明申请
    • Vehicle surroundings monitoring apparatus
    • 车辆周边监控装置
    • US20070211919A1
    • 2007-09-13
    • US11712533
    • 2007-02-28
    • Nobuharu NagaokaTakayuki TsujiYoichi SugimotoMorimichi Nishigaki
    • Nobuharu NagaokaTakayuki TsujiYoichi SugimotoMorimichi Nishigaki
    • G06K9/00
    • G06K9/00369G06K9/00791G06K9/00805
    • A vehicle surroundings monitoring apparatus capable of distinguishing and determining an object type with high reliability, particularly a vehicle surroundings monitoring apparatus capable of determining an object by distinguishing between a pedestrian and other objects among the objects with high reliability. The vehicle surroundings monitoring apparatus detects an object existing around a vehicle (10) from images obtained by cameras 2R and 2L mounted on the vehicle (10) and includes an object extraction process unit (steps 1 to 9) which extracts an object from the image, a width calculation process unit (steps 101 to 104) which calculates widths of the object in a plurality of height positions spaced at vertical intervals of the object extracted by the object extraction process unit, and an object type determination process unit (step 105) which determines the type of the object based on the widths calculated by the width calculation process unit.
    • 特别是一种车辆周边监视装置,能够区分和确定具有高可靠性的对象类型的车辆周围环境监视装置,特别是能够通过以高可靠性区分对象之间的步行者和其他对象来确定对象的车辆周边监视装置。 车辆周边监视装置根据安装在车辆(10)上的照相机2 R和2 L获得的图像检测车辆(10)周围存在的物体,并且包括:物体提取处理单元(步骤1至9),其从 图像,宽度计算处理单元(步骤101至104),其计算由对象提取处理单元提取的对象的垂直间隔间隔开的多个高度位置中的对象的宽度;以及对象类型确定处理单元(步骤 105),其基于由宽度计算处理单元计算的宽度来确定对象的类型。
    • 5. 发明授权
    • Object type determination apparatus, vehicle, object type determination method, and program for determining object type
    • 对象类型确定装置,车辆,对象类型确定方法和用于确定对象类型的程序
    • US08306263B2
    • 2012-11-06
    • US12218517
    • 2008-07-16
    • Nobuharu NagaokaMakoto AimuraTakayuki Tsuji
    • Nobuharu NagaokaMakoto AimuraTakayuki Tsuji
    • G06K9/00
    • G06K9/00369G06K9/00805
    • An object type determination apparatus, an object type determination method, a vehicle, and a program for determining an object type, capable of accurately determining the type of the object by appropriately determining periodicity in movement of the object from images, are provided. The object type determination apparatus includes an object area extracting means (11) for extracting an area of an object from an image picked up by an image pick-up means (2R, 2L), an object end point extracting means (12) for extracting an end point of an image portion of the object from the extracted object area, an object periodicity determination means (13) for calculating time series data of a feature value representing a size of the object using the end point of the image portion of the object extracted by the object end point extracting means (12) from the area of the object extracted by the object area extracting means (11) for respective ones of time series images picked up by the image pick-up means (2R, 2L) to determine whether the feature value changes with prescribed periodicity, and a living body determination means (14) for determining the object having the feature value determined to change with periodicity as a living body.
    • 提供了一种对象类型确定装置,对象类型确定方法,车辆和用于确定对象类型的程序,能够通过从图像适当地确定对象的移动周期来精确地确定对象的类型。 对象类型确定装置包括:对象区域提取装置,用于从由图像拾取装置(2R,2L)拾取的图像中提取对象的区域;对象终点提取装置(12),用于提取 来自提取的对象区域的对象的图像部分的终点;对象周期性确定装置(13),用于使用对象的图像部分的终点来计算表示对象的大小的特征值的时间序列数据 由对象终点提取装置(12)从由对象区域提取装置(11)提取的对象区域针对由图像拾取装置(2R,2L)拾取的各个时间序列图像提取出来,以确定 所述特征值是否以规定的周期性变化,以及生物体确定装置(14),用于确定被确定为周期性变化的特征值的物体作为活体。
    • 9. 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。