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基于圖像處理的菌落自動(dòng)計(jì)數(shù)系統(tǒng)

Automatic colony counting system based on image processing

作者: 司秀娟  王紅強(qiáng)  宋良圖 
單位:中國(guó)科學(xué)院合肥智能機(jī)械研究所(合肥230031)
關(guān)鍵詞: 圖像處理;安卓平臺(tái);邊緣檢測(cè);菌落計(jì)數(shù);便攜設(shè)備 
分類號(hào):R318.04;Q939.9
出版年·卷·期(頁(yè)碼):2017·36·6(633-638)
摘要:

目的 針對(duì)現(xiàn)有菌落計(jì)數(shù)儀結(jié)構(gòu)復(fù)雜、便攜性差等缺點(diǎn),本文設(shè)計(jì)了一種基于圖像處理技術(shù)和Android平臺(tái)來(lái)完成菌落自動(dòng)計(jì)數(shù)的系統(tǒng)。方法 該系統(tǒng)由硬件拍照設(shè)備采集菌落圖像,以智能手機(jī)為主要操作載體,對(duì)圖像進(jìn)行光譜閾值分割、中值濾波、洪水填充、開(kāi)值運(yùn)算、八鄰域邊界跟蹤等多種算法處理后實(shí)現(xiàn)自動(dòng)計(jì)數(shù)。結(jié)果 與菌落計(jì)數(shù)儀相比,該系統(tǒng)使用移動(dòng)端手機(jī)APP實(shí)時(shí)獲取菌落圖像并得到計(jì)數(shù)結(jié)果,可直接在手機(jī)上對(duì)結(jié)果進(jìn)行手動(dòng)校正,具有成本低、操作簡(jiǎn)單、便攜性好等優(yōu)點(diǎn)。結(jié)論 基于圖像處理的菌落自動(dòng)計(jì)數(shù)系統(tǒng)與人工計(jì)數(shù)結(jié)果的相對(duì)誤差不超過(guò)5%,滿足菌落計(jì)數(shù)的要求。

Objective A system based on image processing technology and Android platform for auto counting colonies is designed,which overcomes the shortages of complicated structure and poor portability of colony counters.Methods The system contains a hardware photographing device to take pictures for colony samples,a mobile application to operate the system.The system uses image processing techniques of spectral threshold segmentation,median filtering,flood filling,open value operation combined with 8-connected boundary tracking algorithm for automatic counting.Results The system can show the colony pictures,count colonies in a mobile phone automatically,and correct the result manually if needed.The system has the advantages of low cost,simple operation,good portability compared to colony counters.Conclusions The relative errors of automatic counting compared with manual counting are less than 5%,meeting the requirements of colony counting.

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