This paper proposes the use of an event camera as a component of a vision system that enables counting of fast-moving objects - in this case, falling corn grains. These type of cameras transmit information about the change in brightness of individual pixels and are characterised by low latency, no motion blur, correct operation in different lighting conditions, as well as very low power consumption. The proposed counting algorithm processes events in real time. The operation of the solution was demonstrated on a stand consisting of a chute with a vibrating feeder, which allowed the number of grains falling to be adjusted. The objective of the control system with a PID controller was to maintain a constant average number of falling objects. The proposed solution was subjected to a series of tests to determine the correctness of the developed method operation. On their basis, the validity of using an event camera to count small, fast-moving objects and the associated wide range of potential industrial applications can be confirmed.
翻译:本文提议使用事件相机,作为能够计数快速移动物体的视觉系统的组成部分 -- -- 在此情况下, 玉米粒落下。 这些类型的相机传递关于单个像素亮度变化的信息, 其特征为低悬浮度, 没有运动模糊, 在不同照明条件下正确操作, 以及非常低的电耗。 提议的计算算法过程实时进行。 解决方案的运行在由带振动进料的滑槽组成的一个摊位上演示, 使下降的粒子数量得以调整。 使用 PID 控制器的控制系统的目标是保持一个不变的平均下降物体数量。 拟议的解决方案经过一系列测试, 以确定开发方法操作的正确性。 根据这些测试, 使用事件相机来计算小、 快速移动的天体和相关的广泛潜在工业应用的有效性可以被确认 。