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Estimation of traffic sign visibility considering temporal environmental changes for smart driver assistance

机译:考虑临时环境变化的交通标志可见性估算,以提供智能驾驶帮助

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We propose a visibility estimation method for traffic signs considering temporal environmental changes, as a part of work for the realization of nuisance-free driver assistance systems. Recently, the number of driver assistance systems in a vehicle is increasing. Accordingly, it is becoming important to sort out appropriate information provided from them, because providing too much information may cause driver distraction. To solve such a problem, we focus on a visibility estimation method for controlling the information according to the visibility of a traffic sign. The proposed method sequentially captures a traffic sign by an in-vehicle camera, and estimates its accumulative visibility by integrating a series of instantaneous visibility. By this way, even if the environmental conditions may change temporally and complicatedly, we can still accurately estimate the visibility that the driver perceives in an actual traffic scene. We also investigate the performance of the proposed method and show its effectiveness.
机译:我们提出了一种考虑到临时环境变化的交通标志的能见度估算方法,作为实现无扰驾驶员辅助系统的一部分工作。近来,车辆中的驾驶员辅助系统的数量正在增加。因此,挑选出从他们那里提供的适当信息变得很重要,因为提供太多的信息可能会导致驾驶员分心。为了解决这样的问题,我们着眼于一种能见度估计方法,该方法用于根据交通标志的能见度来控制信息。所提出的方法通过车载摄像机顺序捕获交通标志,并通过集成一系列瞬时可见性来估计其累积可见性。通过这种方式,即使环境条件可能随时间和复杂地变化,我们仍然可以准确地估计驾驶员在实际交通场景中所感知的可见性。我们还研究了所提出方法的性能并显示了其有效性。

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