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Vision based lane recognition apparatus

机译:基于视觉的车道识别装置

摘要

We propose an image-based lane recognition system that is robust to noise and capable of detecting straight lines and curves. The proposed apparatus includes an interest area setting unit for setting an area of interest including a driving lane in a road image from a vision sensor, an IPM unit for performing inverse perspective mapping (IPM) on an image of a region of interest provided from the ROI setting unit, A filtering and threshold processing unit for filtering the IPM image output from the IPM unit and converting a pixel having a value lower than a predetermined threshold value into a specific value in pixels of the filtered IPM image, A lane-tracking unit for fitting lanes detected by the lane detecting unit, an inverse IPM unit for performing inverse IPM conversion on the lane fitted by the lane-following unit, and an inverse-IPM unit for converting the in- And a lane-output unit for generating and outputting a final lane by deriving a road equation by applying a road model to the lane.
机译:我们提出了一种基于图像的车道识别系统,该系统对噪声具有鲁棒性并且能够检测直线和曲线。所提出的装置包括:兴趣区域设置单元,用于设置来自视觉传感器的道路图像中的包括驾驶车道的关注区域; IPM单元,用于对从视觉传感器提供的关注区域的图像执行反透视映射(IPM)。 ROI设置单元,用于过滤从IPM单元输出的IPM图像并将具有低于预定阈值的值的像素转换为经过滤波的IPM图像的像素中的特定值的滤波和阈值处理单元,车道跟踪单元用于装配由车道检测单元检测到的车道,用于在由车道跟随单元装配的车道上执行逆向IPM转换的逆IPM单元,以及用于转换车道跟踪单元所产生的车道输出单元的逆IPM单元。通过将道路模型应用于车道来推导道路方程,从而输出最终车道。

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