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Runway Detection and Tracking for Unmanned Aerial Vehicle Based on an Improved Canny Edge Detection Algorithm

机译:基于改进Canny边缘检测算法的无人机跑道检测与跟踪

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A new method based on an improved canny edge detection algorithm for the runway detection and tracking was presented in this paper. Though the traditional Canny Operator has high edge detection capability, it still can be interfered by grave image noise, as its detection accuracy cannot reach single pixel. This paper presented one method that combined Canny Operator with mean filter to represent the runway edge accurately. Then Hough Transform and Chain-Code was used for runway tracking. Experimental results show that this method can have better detection and tracking effect, besides the processing speed is also improved, that laid a favorable foundation for UAV visual navigation.
机译:提出了一种基于改进坎尼边缘检测算法的跑道检测与跟踪新方法。尽管传统的Canny算子具有较高的边缘检测能力,但由于其检测精度无法达到单个像素,因此仍然会受到严重图像噪声的干扰。本文提出了一种结合Canny算子和均值滤波器来准确表示跑道边缘的方法。然后使用霍夫变换和链码进行跑道跟踪。实验结果表明,该方法在提高处理速度的同时,具有较好的检测和跟踪效果,为无人机的视觉导航打下了良好的基础。

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