基于数字图像处理的灰色罗非鱼鱼种几何尺寸自动计数测量系统

Brian Mejia, A. Salas, G. Kemper
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引用次数: 0

摘要

目前的工作开发了一个自动系统,允许计数和测量一个种群的灰色罗非鱼鱼种。目前,鱼类几何尺寸的计算过程主观性大,耗时长。此外,鱼种可能会受到压力,因为它们被从水中移走,这可能导致死亡。通过这种方式,它试图消除人工干预,因此精心设计了一个机械部件,其中包含两个鱼缸和一个带有照明的外壳。将鱼种一点一点地从第一个容器转移到第二个容器,为此目的,使用由马达控制的栅格使它们靠近或远离第一个容器的孔。此外,还使用了气动电动球阀,它可以作为一个闸门,允许或禁止鱼种通过PVC管。然后,在围场中的鱼种,它继续执行计数和测量算法。计数精度为97%,长度和宽度测量精度分别为92%和90%,得到了专家的认可,取得了满意的结果。此外,计算这两个参数的时间比手工计算的时间要少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Automatic System Oriented to Counting and Measuring the Geometric Dimensions of Gray Tilapia Fingerlings Based on Digital Image Processing
The present work develops an automatic system that allows the counting and the measuring of a population of gray tilapia fingerlings. At the present, the processes for calculate the geometric dimensions of the fish, have a great subjectivity and spend a lot of time. In addition, the fingerling could be stressed because they are removed from the water, which it could lead to death. In this way, it searches to eradicate the manual intervention, thus a mechanical piece is elaborated which holds two fish tanks and an enclosure with illumination. A transfer of little by little of fingerlings from the first to the second container is carried out, for this purpose the grids, controlled by motors, are used to bring them closer or move them away from the orifice of the first container. Also, a pneumatic electric ball valve is used, which works as a gate that allows or forbid the passage of the fingerlings through the PVC pipe. Then, with the fingerlings in the enclosure, it proceeds to execute the counting and measuring algorithms. Satisfactory results were obtained because it has an accuracy of 97% in counting, 92% and 90% in length and width measuring respectively, endorsed by specialists. In addition, the time for the calculation of both parameters were reduced in comparison to the manual.
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