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TRAFFIC SIGNS RECOGNITION FOR DETAILED DIGITAL MAPS DEVELOPMENT AND DRIVER ASSISTANCE SYSTEMS

机译:详细的数字地图开发和驾驶员辅助系统的交通标志识别

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Digital maps are considered as an additional sensor in many of the new ADAS, but thesesystems usually require a higher level of accuracy and detail of the maps. Among theimportant information that the maps should contain, we can find the road geometry and trafficsigns. In the first case, it is interesting to use accurate and fast methods for measurement. Inthe paper, a method based on a datalog vehicle is used. Satellite positioning and inertialmeasurements systems data are combined and dynamic behavior of the vehicle body iscorrected measuring the movements of the suspension system. On the other hand, theinformation provided by traffic signs and route-guidance signs is extremely important for safeand successful driving. An automatic system that is capable of extracting and identifying thesesigns automatically would help human drivers enormously; navigation would be easier,allowing them to concentrate on driving the vehicle. A Computer Vision System is used torecognize and classify the different families of traffic signs combining it with GPSinformation to develop detailed and accurate digital maps. This sign recognition can also beused for real time warnings to the driver. Some results of test carried out in real situations areshown.
机译:在许多新的ADAS中,数字地图被视为附加传感器,但是这些 系统通常需要更高级别的准确性和详细地图。之间 地图应包含的重要信息,我们可以找到道路的几何形状和路况 迹象。在第一种情况下,使用准确而快速的测量方法是很有趣的。在 在本文中,使用了一种基于数据记录工具的方法。卫星定位和惯性 测量系统数据结合在一起,车身的动态行为 校正了悬架系统运动的测量。另一方面, 交通标志和路线引导标志提供的信息对于安全至关重要 和成功的驾驶。能够提取和识别这些信息的自动系统 自动安装标志将极大地帮助驾驶员。导航会更容易, 让他们专注于驾驶车辆。计算机视觉系统用于 识别和分类不同的交通标志系列,将其与GPS结合 信息以开发详细而准确的数字地图。此符号识别也可以是 用于向驾驶员发出实时警告。在实际情况下进行的测试的一些结果是 如图所示。

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