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Study on road sign recognition in Lab VIEW

机译:LabVIEW路标识别研究

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Road and traffic sign identification is a field of study that can be used to aid the development of in-car advisory systems. It uses computer vision and artificial intelligence to extract the road signs from outdoor images acquired by a camera in uncontrolled lighting conditions where they may be occluded by other objects, or may suffer from problems such as color fading, disorientation, variations in shape and size, etc. An automatic means of identifying traffic signs, in these conditions, can make a significant contribution to develop an Intelligent Transport Systems (ITS) that continuously monitors the driver, the vehicle, and the road. Road and traffic signs are characterized by a number of features which make them recognizable from the environment. Road signs are located in standard positions and have standard shapes, standard colors, and known pictograms. These characteristics make them suitable for image identification. Traffic sign identification covers two problems: traffic sign detection and traffic sign recognition. Traffic sign detection is meant for the accurate localization of traffic signs in the image space, while traffic sign recognition handles the labeling of such detections into specific traffic sign types or subcategories [1].
机译:道路和交通标志识别是可以用来帮助开发车内咨询系统的研究领域。它使用计算机视觉和人工智能从摄像机获取的室外图像中提取道路标志,在不受控制的照明条件下,它们可以被其他物体封闭,或者可能遭受颜色衰落,迷失化,形状变化等问题,在这些条件下,自动识别交通标志的自动方法可以对开发智能传输系统(其)进行显着贡献,该系统连续监测驾驶员,车辆和道路。道路和交通标志的特点是许多功能,使它们能够从环境中识别。道路标志位于标准位置,具有标准形状,标准颜色和已知象形图。这些特性使它们适用于图像识别。交通标志识别涵盖了两个问题:交通标志检测和交通标志识别。交通标志检测意味着图像空间中交通标志的准确本地化,而交通标志识别将这种检测的标签处理成特定的交通标志类型或子类别[1]。

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