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A method for agricultural machine guidance on row crops based on the vanishing point

机译:基于消失点的排作作弊农业机械指导方法

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Automatic guidance systems have became important in agriculture to reduce the operator's work and fatigue, resulting in higher efficiency and safety in field operations. Most crops are cultivated in rows, hence enabling the development of a row-recognition system to accurately follow a row of plants without overrunning the crop. This paper presents a novel approach for extracting agricultural machine position from field images based on the look-ahead method and vanishing points. The proposed method facilitates the development of the guidance controller, simplifying the tuning and increasing the guidance system response and stability. The goal was to develop a quick position extraction method, based on the fact that by decreasing the image processing time increases the position data rate, providing fast response feedback control. Results demonstrated that the use of look-ahead method and vanishing point simplifies the guidance controller development and satisfactorily works with shadows, gaps, weeds and different light conditions.
机译:自动指导系统在农业中变得重要,以减少操作员的工作和疲劳,导致现场操作的效率和安全更高。大多数作物以行培养,因此能够开发行识别系统,以准确地遵循一排植物而不超越作物。本文提出了一种基于俯视方法和消失点从现场图像中提取农业机器位置的新方法。该方法促进了引导控制器的开发,简化了调整和增加了引导系统响应和稳定性。目标是开发快速位置提取方法,基于通过降低图像处理时间来增加位置数据速率,提供快速响应反馈控制。结果表明,使用前瞻性方法和消失点简化了引导控制器的开发,令人满意地与阴影,差距,杂草和不同的光线条件合作。

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