Dynamic obstacle avoidance path planning

S. Su, Ming-Chang Chen, Chung-Ying Li, Wei-Yen Wang, Wen-June Wang
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引用次数: 3

Abstract

This paper proposes an image-based parallel lines distance measurement system (IBPLDMS), which is capable of executing an obstacle-detection and obstacle-avoidance path planning in a dynamic environment. The proposed IBPLDMS contains an image processing unit and an obstacle-avoidance unit. The image processing unit preprocesses captured images for an obstacle-avoidance task, in which the images are processed by the procedures of the grayscale transform, image morphologies, canny edge detection, connected-component labeling, and Hough transform. According to the definition of standard parallel lines, the obstacle-avoidance path for robots can be determined in the real time. Note that for the proposed IBPLDMS, only one webcam and the definition of the standard parallel lines are necessary for preparing for the setup. From the experimental results, we prove the proposed method is effective.
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动态避障路径规划
提出了一种基于图像的平行线距离测量系统(IBPLDMS),该系统能够在动态环境中进行障碍物检测和避障路径规划。提出的IBPLDMS包含一个图像处理单元和一个避障单元。图像处理单元对捕获的图像进行预处理以完成避障任务,其中图像通过灰度变换、图像形态学、边缘检测、连通分量标记和霍夫变换等过程进行处理。根据标准平行线的定义,可以实时确定机器人的避障路径。请注意,对于提议的IBPLDMS,准备设置只需要一个网络摄像头和标准平行线的定义。实验结果证明了该方法的有效性。
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