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Content-based Auto Exposure Control for On-board CMOS Camera

机译:基于内容的车载CMOS相机的自动曝光控制

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With the development of the Active Safety Technology on Automobile, more and more applications need the on-board camera to get the information of the road. In this paper we propose a new approach to auto exposure control bases on the content of the scene for on-board CMOS cameras. Traditional mean value based auto exposure algorithms are widely used for better visual quality. However, in automobile application concerned active safety technology, better image quality does not always mean better visual quality. Such applications include lane detection, vehicle detection and pedestrian detection. Thus we use a triple-slope CMOS camera to realize the content-based algorithm aiming at such a problem. Our approach finds out the lane markings in a pre-defined window of interest in the image, and then estimates the variables to feature the triple-slope response of the camera. Experiments show that the algorithm has a robust performance, and is able to adapt to the rapidly changing luminance of the environment and achieve an acceptable image in one or two frames.
机译:随着汽车活动安全技术的发展,越来越多的应用需要车载相机来获得道路的信息。在本文中,我们提出了一种新的自动曝光控制基础对板载CMOS相机的场景内容的新方法。基于传统的平均值的自动曝光算法广泛用于更好的视觉质量。然而,在汽车应用中有关主动安全技术,更好的图像质量并不总是意味着更好的视觉质量。这些应用包括车道检测,车辆检测和行人检测。因此,我们使用三斜率CMOS相机来实现针对这种问题的基于内容的算法。我们的方法在图像的预定义窗口中发现了车道标记,然后估计变量以具有相机的三斜率响应。实验表明,该算法具有稳健性的性能,并且能够适应环境的快速改变亮度,并在一个或两个帧中实现可接受的图像。

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