The Optimized Algorithm of the Connected Area Based on FPGA

Nanfei Gong, Zhiwei He, Jiye Huang, Yuxiang Yang
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引用次数: 1

Abstract

This paper proposes a connected area algorithm for processing a line of pixels collected by linearity CCD camera at a time based on FPGA. It can be used in material sorting equipment to separate materials of different sizes. The method is based on the twice scan method of the connected area, and implemented on FPGA, called two-row scan method. It needs to save only two rows of pixels and it is only one pixel in every scan unit. Because of scanning two rows of pixels every time, the real-time performance is extremely excellent. After calculating the area of the connected area, it will be selected and removed according to the upper limit and the lower limit while the location of the material is determined by the channel division algorithm and the high speed air valve. The area error calculated by this method is less than 5%, and the material elimination rate can reach more than 90%.
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基于FPGA的连接区域优化算法
本文提出了一种基于FPGA的连接区域算法,用于处理线性CCD相机一次采集的一行像素。可用于物料分选设备中,对不同粒度的物料进行分选。该方法基于连接区域的二次扫描方法,并在FPGA上实现,称为两行扫描方法。它只需要保存两行像素,每个扫描单元只有一个像素。由于每次扫描两行像素,因此实时性非常好。在计算出连接区域的面积后,根据上限和下限进行选择和移除,同时通过通道划分算法和高速风阀确定物料的位置。该方法计算的面积误差小于5%,材料消除率可达90%以上。
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