Khairul Anam, Widya Cahyadi, I. Azmi, K. Senjarini, R. Oktarianti
{"title":"Analisis Hasil Elektroforesis DNA dengan Image Processing Menggunakan Metode Gaussian Filter","authors":"Khairul Anam, Widya Cahyadi, I. Azmi, K. Senjarini, R. Oktarianti","doi":"10.22146/IJEIS.58268","DOIUrl":null,"url":null,"abstract":"DNA gel electrophoresis plays an important role in the development of science. However, the process of manually analyzing DNA size is still relatively difficult, time-consuming, and often results an error. This study proposed electrophoresis process using image processing with Gaussian Filter method. Gaussian Filter is used to improve the quality of the image which makes the image clearer. The method was applied using python programming and then embedded into Raspberry pi 3 module. This modul processed images taken by Raspberry pi V1 camera. To realize these taken images, tracking mouse was used. All the images which had been processed were displayed on LCD touchscreen 5 inch. The result shows that the study using Gaussian Filter indicates good performance. This is proved by the lowest error percentage of 0,20% . In addition, compared to previous studies, the largest error percentage is still relatively smaller at 12.41%.","PeriodicalId":31590,"journal":{"name":"IJEIS Indonesian Journal of Electronics and Instrumentation Systems","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IJEIS Indonesian Journal of Electronics and Instrumentation Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22146/IJEIS.58268","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
DNA gel electrophoresis plays an important role in the development of science. However, the process of manually analyzing DNA size is still relatively difficult, time-consuming, and often results an error. This study proposed electrophoresis process using image processing with Gaussian Filter method. Gaussian Filter is used to improve the quality of the image which makes the image clearer. The method was applied using python programming and then embedded into Raspberry pi 3 module. This modul processed images taken by Raspberry pi V1 camera. To realize these taken images, tracking mouse was used. All the images which had been processed were displayed on LCD touchscreen 5 inch. The result shows that the study using Gaussian Filter indicates good performance. This is proved by the lowest error percentage of 0,20% . In addition, compared to previous studies, the largest error percentage is still relatively smaller at 12.41%.
DNA凝胶电泳在科学发展中发挥着重要作用。然而,手动分析DNA大小的过程仍然相对困难、耗时,并且经常导致错误。本研究提出了电泳过程中采用高斯滤波的图像处理方法。高斯滤波器用于提高图像的质量,使图像更加清晰。该方法使用python编程,然后嵌入到Raspberry pi 3模块中。这个模块处理的图像由树莓派V1相机拍摄。为了实现这些拍摄的图像,使用了跟踪鼠标。所有经过处理的图像都显示在5英寸的LCD触摸屏上。结果表明,使用高斯滤波器进行的研究具有良好的性能。这一点可以通过0.2%的最低误差百分比来证明。此外,与之前的研究相比,最大误差百分比仍然相对较小,为12.41%。