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Crop-row detector for row-following control systems (part 1) --comparison and evaluation of detecting systems

机译:行跟踪控制系统的作物行检测器(第1部分)-检测系统的比较和评估

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摘要

The purpose of this study is to develop a crop-row detector which can be applied to row-following control systems. In this paper, the method for crop-row detection was developed. In this method, first, a crop-row image is divided into far and near fields of vision, and brightness (Green and Red) of pixels is integrated vertically. Secondly, integrated values are calculated (G-R or G/R). As a result, peaks of these graphs correspond to positions of crop, and a line drawn from far peak point to nearpeak point becomes the detected crop-row. In the experiment on crop-row detection, two systems were tested. One is the line-sensor system (hardware processing system) that was designed for this study, and the other is the area-sensor system (softwareprocessing system) that was assembled from general devices such as a CCD camera. As a result, the software processing system was superior to the hardware processing system. The software processing system would be accurate and fast enough for practicaluse, though some cases of wrong detection occurred.
机译:这项研究的目的是开发一种可用于行跟踪控制系统的作物行检测器。本文提出了一种作物行检测方法。在这种方法中,首先,将行行图像分为远视野和近视野,并垂直整合像素的亮度(绿色和红色)。其次,计算积分值(G-R或G / R)。结果,这些图的峰值对应于作物的位置,并且从远峰点到近峰点绘制的线成为检测到的作物行。在作物行检测实验中,测试了两个系统。一个是为这项研究而设计的线传感器系统(硬件处理系统),另一个是由诸如CCD相机之类的通用设备组装而成的区域传感器系统(软件处理系统)。结果,软件处理系统优于硬件处理系统。尽管发生了一些错误检测的情况,但是该软件处理系统将足够精确和快速以供实际使用。

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