农业机器人视觉传感系统的实现与应用研究进展

    Advances in Realization and Application of Vision Sensing System of Agricultural Robot

    • 摘要: 论述了农业机器人视觉传感系统的主要实现技术和当前的应用现状,包括基于视觉传感原理的距离检测技术,基于视觉传感原理的工作对象特征识别技术和基于视觉传感原理的运动导航技术。基于双目立体视觉的测距方法可应用于葡萄和番茄采摘机器人,配备激光光源和红外光源的测距系统可在室外有效抵抗日光变化对检测结果的影响。几何形状、灰度级、颜色,尤其是农产品表面的反射光谱特性,可以用于农业机器人识别操作对象。人工路标方法是实现农业机器人视觉导航的简单方法,另外,直接基于田间作物在空间排列的特征也可实现农业机器人的视觉导航。最后讨论了农业机器人视觉传感系统的未来发展趋势。

       

      Abstract: The realization techniques and current development of vision sensing system of agricultural robot are discussed, which include techniques of distance inspection, characteristic recognition of agricultural production and movement navigation of agricultural robot based on vision sensing. The distance inspection method based on binocular telemeter was used for picking grape or tomato by robots. The distance inspection systems with laser or infrared beam lights were proved which can help to counteract disturbance of sunlight and obtain accurate results. The geometrical shape, gray level, color, and reflected spectrum especially of farm production, can be used for agricultural robots to recognize the operated objects. The navigation method based on artificial guide line is a simple one for agricultural robot navigation, and the array characteristics of plant are also used for agricultural robot navigation. The future development trend of vision sensing system of agricultural robot is also discussed.

       

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