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Bee Hive Traffic Monitoring by Tracking Bee Flight Paths

机译:蜂蜂巢交通监测通过跟踪蜜蜂飞行路径

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The number of pollinator insect is in decline in Europe and this raises concerns about the supply of pollination services to agriculture. Thus, countries with a low number of honeybees are more vulnerable to negative shifts in wild pollinator communities. Consequently, the demand for honeybee pollination is higher than ever but beekeepers are also very concerned by the strength of their colonies. To measure this factor, a very important indicator to take into account is the flight activity at the beehive entrance. A quantitative measure of the activity can be related to the environment and does not only benefit beekeepers but scientists too. In this paper, we present a complete method of measuring this activity. It is represented by the number of bees going in or out of the beehive. The developed method is divided in three parts: the first one consists in bee detection thanks to several image transformations using background subtraction and ellipse approximations. The second one is about tracking bees, by assuming their future positions in order to determine whether they are going in or getting out of the beehive. The last one consists in counting the bees. Finally, the experimental results demonstrate that our system created with limited resources can be used to precisely measure the flight activity at the beehive entrance.
机译:欧洲的污染昆虫数量下降,这提出了对农业供应授粉服务的担忧。因此,蜜蜂数量较少的国家更容易受到野生粉虫社区的负面变化。因此,对蜜蜂授粉的需求高于以往,但养蜂人也非常关注他们的殖民地的力量。为了衡量这个因素,考虑到非常重要的指标是蜂箱入口处的飞行活动。活动的定量衡量标准可能与环境有关,也不只会在养蜂人中受益,而是科学家也是如此。在本文中,我们提出了一种测量这项活动的完整方法。它由进出蜂箱的蜜蜂数量表示。开发方法分为三个部分:第一个由使用背景减法和椭圆近似的几个图像转换组成蜂检测。第二个是关于跟踪蜜蜂,假设他们未来的职位,以便确定它们是否进入或离开蜂箱。最后一个包括计算蜜蜂。最后,实验结果表明,我们的系统创建的资源有限创建的系统可用于精确测量蜂箱入口处的飞行活动。

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