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    • 31. 发明授权
    • Video-based vehicle speed estimation from motion vectors in video streams
    • 视频流中运动矢量的基于视频的车速估计
    • US09582722B2
    • 2017-02-28
    • US13600742
    • 2012-08-31
    • Edgar A. BernalWencheng WuOrhan BulanRobert P. Loce
    • Edgar A. BernalWencheng WuOrhan BulanRobert P. Loce
    • H04N7/18G06K9/00
    • G06K9/00785H04N7/18
    • Automated low-complexity video-based vehicle speed estimation is described, that operates within the video stream to screen video sequences to identify and eliminate clear non-violators and/or identify and select potential violators within a multi-layer speed enforcement system, in which deeper layers provide enhanced accuracy on selected candidate (speeding) vehicles. Video motion vector clusters corresponding to a vehicle are identified and tracked across multiple frames of captured video. Movement of the motion vector clusters translated from pixels per second to real speed (e.g. miles per hour) to determine whether the vehicle was speeding. Estimated speed data is added to the video stream data is metadata, and video segments of candidate speeding vehicles are stored and/or transmitted for subsequent review (e.g. automated or manual).
    • 描述了自动低复杂度视频车辆速度估计,其在视频流内操作以屏幕视频序列以识别和消除明确的非违规者和/或识别和选择多层速度执行系统中的潜在违规者,其中 更深层次的选择候选(超速)车辆的精度提高。 对应于车辆的视频运动矢量簇在捕获的视频的多个帧上被识别和跟踪。 将运动矢量簇的运动从每秒的像素转换为实际速度(例如,每小时英里),以确定车辆是否正在超速。 估计的速度数据被添加到视频流数据是元数据,并且候选超速车辆的视频段被存储和/或发送用于随后的审查(例如自动或手动)。
    • 37. 发明授权
    • Vector error diffusion with edge control
    • 矢量误差扩散与边缘控制
    • US08351084B2
    • 2013-01-08
    • US12577798
    • 2009-10-13
    • Edgar A. BernalRobert P. Loce
    • Edgar A. BernalRobert P. Loce
    • H04N1/40
    • H04N1/4092H04N1/52
    • A mechanism for providing edge enhancement or attenuation in a vector error diffusion process includes warping a marking decision color space as a function of at least one pixel value of a target pixel. The warping changes the membership of sets of error modified pixel values associated particular sets of marking. The warping is controlled by a function of pixel values of a target pixel from an input image. Therefore, the warping is constant for uniform portions of the image. Since pixel values change at edges or where colors change, a mechanism is provided for the presence of edges to influence the vector error diffusion process. Selection of the function by which the marking decision color space is warped provides a means for controlling the aggressiveness of the edge enhancement or attenuation. Equivalent processing includes warping or adjusting error modified pixel values according to corresponding functions.
    • 用于在向量误差扩散处理中提供边缘增强或衰减的机制包括使作为目标像素的至少一个像素值的函数的标记判定颜色空间变形。 翘曲改变与特定标记组相关联的错误修改像素值的集合的成员。 翘曲由来自输入图像的目标像素的像素值的函数来控制。 因此,图像的均匀部分的翘曲是恒定的。 由于像素值在边缘或颜色发生变化的情况下发生变化,因此提供了边缘存在的机制来影响向量误差扩散过程。 选择标记决定色彩空间翘曲的功能提供了一种用于控制边缘增强或衰减的侵略性的手段。 等效处理包括根据相应的功能进行翘曲或调整错误修改的像素值。