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An intelligent Lane markers recognition and localization system using improved Hough Transform

机译:使用改进的Hough变换的智能车道标记识别和定位系统

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According to the U.S.National Highway Traffic Safety Administration,single vehicle road departures result in many serious accidents each year[l].An intelligent lane markers recognition and localization system can assist vehicles stay in proper location of a lane that will reduce possibility of car accidents correspondingly.A great deal of lane recognition algorithms have been developed over the past several decades.However,reliable detection is still an issue because of variable road face conditions.An optimum algorithm,Probabilistic Hough Transform (PHT) is presented in this paper for intelligent Lane markers recognition which use a fixed camera installed on the vehicle to transmit video information.The result of experiment proved that under inconsistent illumination and a diversity of road conditions,the accuracy and efficiency of developed system have been improved greatly.
机译:根据美国国家公路交通安全管理局的统计,每年单次车辆出行会导致许多严重事故[l]。智能车道标记识别和定位系统可以帮助车辆停留在正确的车道位置,从而减少发生车祸的可能性在过去的几十年中,已经开发了大量的车道识别算法。但是,由于路面状况的变化,可靠的检测仍然是一个问题。实验结果证明,在光照不一致,路况多样的情况下,所开发系统的准确性和效率得到了很大的提高。

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