首页> 外文会议>Industrial Electronics (ISIE), 2012 IEEE International Symposium on >Robust license plate detection in nighttime scenes using multiple intensity IR-illuminator
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Robust license plate detection in nighttime scenes using multiple intensity IR-illuminator

机译:使用多强度红外照明器在夜间场景中进行可靠的车牌检测

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摘要

The functionality of video surveillance is significantly degraded by the low illumination and poor visibility under the nighttime environment. However, the demand for nighttime surveillance is no less than the daytime one because of the high incidence of accidents during night. The Infrared (IR) light source with fixed intensity works for only certain distance, resulting in the defect of underexposure/overexposure due to the object being too far from/close to the light source. In this paper an innovative idea is brought up that we use a multiple intensity IR-illuminator to enhance the effective distance of license plate detection. Based on the stroke width of the license ID, license plates are detected in the images under different illuminations and then the results are integrated into a synthesized high dynamic range image, in which the license plate regions and the background scene can be better visualized. Experimental results show that the proposed approach can effectively enlarge the monitored area in both depth and width, as well as enhance the security level of nighttime video surveillance.
机译:夜间环境下的低照度和较差的能见度大大降低了视频监控的功能。但是,由于夜间事故的发生率很高,因此夜间监视的需求不低于白天。固定强度的红外(IR)光源只能工作一定的距离,由于物体离光源太近/太近,导致曝光不足/曝光过度的缺陷。在本文中提出了一种创新的想法,即我们使用多强度红外照明器来增加车牌检测的有效距离。根据牌照ID的笔划宽度,在不同光照下在图像中检测到牌照,然后将结果集成到合成的高动态范围图像中,在其中可以更好地可视化牌照区域和背景场景。实验结果表明,该方法可以有效地扩大监控区域的深度和宽度,并提高夜间视频监控的安全性。

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