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    • 1. 发明授权
    • System and method for navigating an autonomous vehicle using laser detection and ranging
    • 使用激光检测和测距来导航自主车辆的系统和方法
    • US08364334B2
    • 2013-01-29
    • US12261683
    • 2008-10-30
    • Kwong Wing AuAlan B. TouchberryBrian VanVoorstJon Schewe
    • Kwong Wing AuAlan B. TouchberryBrian VanVoorstJon Schewe
    • G01C22/00
    • G01C21/165G05D1/024G05D1/027G05D1/0278G05D2201/0213
    • A system and method for providing information for autonomous vehicle navigation are disclosed. The system comprises at least one laser scanner configured to perform one or more range and intensity scans of an area around the autonomous vehicle, and a geo-location unit comprising one or more global positioning system sensors and inertial navigation system sensors. The system also includes at least one processor in operative communication with the laser scanner and the geo-location unit. The processor is configured to execute one or more program modules comprising a ground plane-based processing module configured to receive range scan data transformed into world coordinates, and output ground plane-based classification data; a range-based processing module configured to receive data from a single range scan, and output range-based classification data; an intensity-based processing module configured to receive intensity scan data, and output intensity-based classification data; and a classification fusion module configured to receive the classification data from each of the processing modules, and output range bin classification data.
    • 公开了一种用于提供自主车辆导航信息的系统和方法。 该系统包括至少一个激光扫描器,其被配置为执行自主车辆周围区域的一个或多个范围和强度扫描,以及包括一个或多个全球定位系统传感器和惯性导航系统传感器的地理位置单元。 该系统还包括与激光扫描仪和地理位置单元操作性通信的至少一个处理器。 所述处理器被配置为执行一个或多个程序模块,所述程序模块包括被配置为接收被变换为世界坐标的范围扫描数据并且输出基于接地平面的分类数据的基于接地平面的处理模块; 配置为从单一范围扫描接收数据的基于范围的处理模块,以及输出基于范围的分类数据; 基于强度的处理模块,被配置为接收强度扫描数据,以及输出基于强度的分类数据; 以及分类融合模块,被配置为从每个处理模块接收分类数据,以及输出范围仓分类数据。
    • 2. 发明授权
    • Laser ranging process for road and obstacle detection in navigating an autonomous vehicle
    • 用于导航自主车辆的道路和障碍物检测的激光测距过程
    • US08755997B2
    • 2014-06-17
    • US12182774
    • 2008-07-30
    • Kwong Wing AuJon Schewe
    • Kwong Wing AuJon Schewe
    • G06K9/00
    • G06K9/00791G01S17/023G01S17/936
    • A method and system provide road and obstacle detection in navigating an autonomous vehicle. The method comprises scanning a distance ahead of the autonomous vehicle to obtain a current range scan, and obtaining navigation data, including dynamics, position, and orientation measurements of the autonomous vehicle. The current range scan is transformed to world coordinates with respect to a reference location based on the navigation data, and the transformed current range scan is input into a distance-based accumulator. The transformed current range scan is added to a variable size buffer when the autonomous vehicle is deemed to be non-stationary. A ground plane is estimated from the transformed current range scan and prior range scans stored in the variable size buffer. The estimated ground plane is represented as a constrained quadratic surface, which is classified into one or more of a traversable area, a non-traversable area, or an obstacle area for navigation of the autonomous vehicle.
    • 一种方法和系统在驾驶自主车辆时提供道路和障碍物检测。 该方法包括扫描自主车辆前方的距离以获得电流范围扫描,并且获得包括自主车辆的动力学,位置和姿态测量的导航数据。 基于导航数据,将当前范围扫描转换为相对于参考位置的世界坐标,并将变换的电流范围扫描输入到基于距离的累加器中。 当自动车辆被认为是非静止时,变换的电流范围扫描被添加到可变大小的缓冲器。 从存储在可变大小缓冲器中的变换的电流范围扫描和先前范​​围扫描估计接地层。 估计的接地面被表示为约束二次曲面,其被分类为自动车辆的导航的可行驶区域,不可行驶区域或障碍物区域中的一个或多个。
    • 4. 发明授权
    • Three-dimensional multilayer skin texture recognition system and method
    • 三维多层皮肤纹理识别系统及方法
    • US08634596B2
    • 2014-01-21
    • US12972829
    • 2010-12-20
    • Saad J. BedrosKwong Wing Au
    • Saad J. BedrosKwong Wing Au
    • G06K9/00G06K9/46G06K9/66G06K9/52
    • G06K9/00201G06K9/00268G06K2009/4657
    • A three-dimensional multilayer skin texture recognition system and method based on hyperspectral imaging. Three-dimensional facial model associated with an object may be acquired from a three-dimensional image capturing device. A face reconstruction approach may be implemented to reconstruct and rewarp the three-dimensional facial model to a frontal face image. A hyperspectral imager may be employed to extract a micro structure skin signature associated with the skin surface. The micro structure skin signature may be characterized utilizing a weighted subtraction of reflectance at different wavelengths that captures different layers under the skin surface via a multilayer skin texture recognition module. The volumetric skin data associated with the face skin can be classified via a volumetric pattern.
    • 基于高光谱成像的三维多层皮肤纹理识别系统及方法。 可以从三维图像捕获装置获取与对象相关联的三维面部模型。 可以实现面部重建方法以将三维面部模型重新构建并重新平面到正面面部图像。 可以使用高光谱成像器来提取与皮肤表面相关联的微结构皮肤特征。 可以通过经由多层皮肤纹理识别模块在皮肤表面捕获不同层的不同波长的反射率的加权减法来表征微结构皮肤特征。 与脸部皮肤相关的体积皮肤数据可以通过体积图案进行分类。
    • 5. 发明授权
    • Authentication apparatus for value documents
    • 价值文件验证装置
    • US08400509B2
    • 2013-03-19
    • US12877618
    • 2010-09-08
    • William Ross RapoportKwong Wing AuJames KaneCarsten Lau
    • William Ross RapoportKwong Wing AuJames KaneCarsten Lau
    • H04N7/18
    • G07D7/205G07D7/128
    • A value document authentication apparatus and system that includes value document substrates having a uniform distribution of one or more phosphors that emit infrared radiation in one or more wavelengths, which can be measured at the same location on the value document that is illuminated by a phosphor exciting light source when the document passes the light source with a uniform velocity. The illumination and measurement locations on the value document can be offset. The measured infrared radiation as a series of overlapped measurements along a pre-selected track in the value document represents an intensity profile, which can be normalized after removing high variations. The normalized intensity profile of a test value document can be compared with normalized intensity profile from valid reference documents to authenticate the test value document.
    • 一种价值凭证认证装置和系统,其包括具有发射一个或多个波长的红外辐射的一种或多种磷光体的均匀分布的价值文件基板,其可以在由磷光体激发的价值文献上的相同位置处测量 当文件以均匀的速度通过光源时,光源。 价值文件上的照明和测量位置可以被偏移。 测量的红外辐射作为价值文件中预选轨道的一系列重叠测量结果表示强度分布,其可以在去除高变化之后进行归一化。 测试值文档的归一化强度分布可以与有效参考文档的归一化强度分布进行比较,以验证测试值文档。
    • 7. 发明申请
    • FOURIER DOMAIN BLUR ESTIMATION METHOD AND SYSTEM
    • FOURIER域BLUR估计方法和系统
    • US20110096180A1
    • 2011-04-28
    • US12606780
    • 2009-10-27
    • Scott McCloskeyYuanyuan DingKwong Wing Au
    • Scott McCloskeyYuanyuan DingKwong Wing Au
    • H04N5/228G06K9/40
    • G06T5/003G06T5/10G06T2207/20201
    • A method and system for estimating motion blur of an image associated with a moving object. The direction of one-dimensional motion blur may be estimated by inspecting a power spectrum associated with the image. A radon transform with respect to the image power spectrum is computed in the direction of the motion blur. A family of kernels with respect to the one-dimensional motion blur may then be defined utilizing a shutter triggering sequence associated with an image capturing device. The family of kernels may be modeled utilizing a modulation transfer function (MTF). Each modulation transfer function may be compared with the radon transform of the power spectrum associated with the image via a correlation function. The kernel with highest correlation with respect to the radon transform of the image power spectrum may be employed for de-blurring the image.
    • 一种用于估计与移动物体相关联的图像的运动模糊的方法和系统。 可以通过检查与图像相关联的功率谱来估计一维运动模糊的方向。 在运动模糊的方向上计算相对于图像功率谱的氡变换。 然后可以使用与图像捕获装置相关联的快门触发序列来定义相对于一维运动模糊的一系列内核。 可以使用调制传递函数(MTF)对内核的族进行建模。 每个调制传递函数可以通过相关函数与与图像相关联的功率谱的氡变换进行比较。 可以采用相对于图像功率谱的氡变换具有最高相关性的核来对图像进行去模糊。
    • 8. 发明申请
    • METHOD AND SYSTEM FOR DETERMINING SHUTTER FLUTTERING SEQUENCE
    • 用于确定切换器FLUTTERING序列的方法和系统
    • US20100220896A1
    • 2010-09-02
    • US12421296
    • 2009-04-09
    • Scott McCloskeyJan JelinekKwong Wing Au
    • Scott McCloskeyJan JelinekKwong Wing Au
    • G06K9/46G06K9/54G06K9/00
    • H04N5/2353H04N5/23229
    • A method, system and computer-usable medium for determining shutter fluttering sequence. The disclosed approach is based on the use of shutter flutter technology, which means that an image can be acquired in such a manner as to encode all information about the moving subject. The disclosed approach involves determining a shutter's fluttering pattern that optimally encodes information at all frequencies. The disclosed approach involves an optimization method for finding a shutter fluttering pattern that has several desired properties. These properties can be expressed in the context of a fitness function: given a fluttering pattern and the target subject's velocity, it produces the equivalent Modulation Transfer Function (MTF), measures three attributes, and produces a fitness score. These attributes are the minimum contrast, the variance in contrast across spatial frequencies, and the mean contrast. The objective of the disclosed approach is to determine the fluttering pattern that maximizes the fitness score.
    • 一种用于确定快门飘飘序列的方法,系统和计算机可用介质。 所公开的方法基于快门颤动技术的使用,这意味着可以以对编码关于移动被摄体的所有信息的方式来获取图像。 所公开的方法涉及确定在所有频率处对信息进行最佳编码的快门飘动模式。 所公开的方法涉及用于找到具有若干期望特性的快门飘动图案的优化方法。 这些属性可以在适应度函数的上下文中表达:给出一个飘动的模式和目标对象的速度,它产生等效的调制传递函数(MTF),测量三个属性,并产生适合度。 这些属性是最小对比度,空间频率对比度的差异以及平均对比度。 所公开的方法的目的是确定使适应度得分最大化的飘动模式。
    • 9. 发明授权
    • Method and system for the detection of removed objects in video images
    • 用于检测视频图像中删除的对象的方法和系统
    • US07778445B2
    • 2010-08-17
    • US11449217
    • 2006-06-07
    • Kwong Wing Au
    • Kwong Wing Au
    • G06K9/00G06K9/34
    • G06K9/00771G06T7/254G06T2207/10016G06T2207/30196G08B13/1961
    • A method, system and program product for the detection of removed objects in video images is disclosed. An object (or objects) is within a fixed camera's FOV (Field of View), is designated to be monitored. If an object is not designated, an algorithm can be used to segment and identify all the objects in the image that is acquired by a fixed camera. In such case, all these objects can be monitored. A reference frame around the monitored object that also includes the surrounding background can be determined. The object can be extracted out of the reference frame, thereby creating a “reference with hole” image and an object reference image. The hole in the “reference with hole” image can be filled by either an in-painting algorithm or a texture synthesis algorithm depending on the complexity of the surrounding background.
    • 公开了一种用于检测视频图像中被去除对象的方法,系统和程序产品。 物体(或物体)在固定摄像机的视场范围内,被指定为监视。 如果未指定对象,则可以使用算法来分割和识别由固定摄像机获取的图像中的所有对象。 在这种情况下,可以监视所有这些对象。 可以确定包括周围背景的被监视对象周围的参考框架。 可以将对象从参考框架中提取出来,从而创建一个“带孔洞的参考”图像和对象参考图像。 “参考孔”图像中的孔可以通过绘画算法或纹理合成算法来填充,这取决于周围背景的复杂性。
    • 10. 发明授权
    • Fourier domain blur estimation method and system
    • 傅立叶域模糊估计方法和系统
    • US09218648B2
    • 2015-12-22
    • US12606780
    • 2009-10-27
    • Scott McCloskeyYuanyuan DingKwong Wing Au
    • Scott McCloskeyYuanyuan DingKwong Wing Au
    • H04N5/228G06T5/00G06T5/10
    • G06T5/003G06T5/10G06T2207/20201
    • A method and system for estimating motion blur of an image associated with a moving object. The direction of one-dimensional motion blur may be estimated by inspecting a power spectrum associated with the image. A radon transform with respect to the image power spectrum is computed in the direction of the motion blur. A family of kernels with respect to the one-dimensional motion blur may then be defined utilizing a shutter triggering sequence associated with an image capturing device. The family of kernels may be modeled utilizing a modulation transfer function (MTF). Each modulation transfer function may be compared with the radon transform of the power spectrum associated with the image via a correlation function. The kernel with highest correlation with respect to the radon transform of the image power spectrum may be employed for de-blurring the image.
    • 一种用于估计与移动物体相关联的图像的运动模糊的方法和系统。 可以通过检查与图像相关联的功率谱来估计一维运动模糊的方向。 在运动模糊的方向上计算相对于图像功率谱的氡变换。 然后可以使用与图像捕获装置相关联的快门触发序列来定义相对于一维运动模糊的一系列内核。 可以使用调制传递函数(MTF)对内核的族进行建模。 每个调制传递函数可以通过相关函数与与图像相关联的功率谱的氡变换进行比较。 可以采用相对于图像功率谱的氡变换具有最高相关性的核来对图像进行去模糊。