Real-Time Image-Based Vehicle Detection Based On A Multi-Stage Classification

    公开(公告)号:US20180101176A1

    公开(公告)日:2018-04-12

    申请号:US15837501

    申请日:2017-12-11

    申请人: Waymo LLC

    发明人: Abhijit Ogale

    IPC分类号: G05D1/02 G06K9/00 G06K9/62

    摘要: The present disclosure is directed to an autonomous vehicle having a vehicle control system. The vehicle control system includes a vehicle detection system. The vehicle detection system includes receiving an image of a field of view of the vehicle and identifying a region-pair in the image with a sliding-window filter. The region-pair is made up of a first region and a second region. Each region is determined based on a color of pixels within the sliding-window filter. The vehicle detection system also determines a potential second vehicle in the image based on the region-pair. In response to determining the potential second vehicle in the image, the vehicle detection system performs a multi-stage classification of the image to determine whether the second vehicle is present in the image. Additionally, the vehicle detection system provides instructions to control the first vehicle based at least on the determined second vehicle.

    Driver assistance system
    10.
    发明授权
    Driver assistance system 有权
    驾驶员辅助系统

    公开(公告)号:US09452780B2

    公开(公告)日:2016-09-27

    申请号:US14420868

    申请日:2013-07-09

    申请人: Robert Bosch GmbH

    摘要: A driver assistance system for a motor vehicle includes: a longitudinal guide controller; a transverse guide controller; at least one operating element via which the transverse guide controller is able to be activated only in common with, or in addition to, the longitudinal guide controller; a steering sensor which detects an operation of the steering wheel by the driver, the transverse guide controller being able to be deactivated by a signal of the steering sensor without the longitudinal guide controller being deactivated; and a brake pedal sensor which detects an operation of the brake pedal of the vehicle, the transverse guide controller and the longitudinal guide controller being able to be deactivated by a signal of the brake pedal sensor.

    摘要翻译: 一种用于机动车辆的驾驶员辅助系统包括:纵向引导控制器; 横向引导控制器; 至少一个操作元件,所述横向引导控制器能够通过所述至少一个操作元件与所述纵向引导控制器共同地或与所述纵向引导控制器相同; 转向传感器,其通过驾驶员检测方向盘的操作,横向引导控制器能够通过转向传感器的信号而被停用,而不使纵向引导控制器停用; 以及制动踏板传感器,其检测车辆的制动踏板的操作,横向引导控制器和纵向引导控制器能够通过制动踏板传感器的信号而被停用。