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An automatic bacteria classification system

Research Project

Project/Area Number 01850081
Research Category

Grant-in-Aid for Developmental Scientific Research

Allocation TypeSingle-year Grants
Research Field 電子機器工学
Research InstitutionDept. of Information Science, Faculty of Engineering, Fukui University

Principal Investigator

TANIGUCHI Keiji  Fukui University, Faculty of Engineering, Professor, 工学部, 教授 (50029063)

Co-Investigator(Kenkyū-buntansha) YOKOCHI Takashi  Aitchi Medical University, Faculty of Medicine, Professor, 医学部, 教授 (20126915)
Project Period (FY) 1989 – 1991
Project Status Completed (Fiscal Year 1991)
Budget Amount *help
¥11,500,000 (Direct Cost: ¥11,500,000)
Fiscal Year 1991: ¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 1990: ¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 1989: ¥8,000,000 (Direct Cost: ¥8,000,000)
KeywordsAutomatic / Flow-image-analysis / Identification for bacteria / An application for N_2 Laser / Sheath-flow thechiques / Diagnostic procedures / 細菌 / フロ-方式 / 画像処理
Research Abstract

We have developed a prototype acquisition system for automatically imaging bacteria. The hardware of this one consists of a light source (N2 Laser), image acquisition, image processing and control units.
The light beam emitted from the laser controlled by a micro-computer is transmitted to bacteria flowing in the orifice of the chamber.
The light beam modulated by bacteria is magnified by an object lens (X40) and detected by a CCD- camera.
We have also developed softwares for noise reduction, enhancement, binalization, feature extraction and classification of images of bacteria.
Next, we studied to classify the bacteria using the system mentioned above.
First of all, it was tried to discriminate between rods and cocci.
Our system enabled to discriminate them at a high rate.
Further, it was, also possible to distinguish streptococci and staphylococci from the cocci.
Second, we tried to calculate the length of the bacteria.
The length which we calculated was almost consistent with their actual length.
Third, we developed the programs to calculate the number of the bacteria in the given volume. It was found that the contamination of red blood cells and platelets in clinical specimens was negligible for identification of the bacteria. Various kinds of clinical specimens containing much proteins, such as serum, and-pus could be applied to our system.
Furthermore, we succeeded to sterilize clinical specimens by adding formalin up to the final concentration of 10%. This system could be sterilized using 70% ethanol.
Therefore, it was confirmed that this system was well suitable for classification and identification of the bacteria using clinical specimens.

Report

(4 results)
  • 1991 Annual Research Report   Final Research Report Summary
  • 1990 Annual Research Report
  • 1989 Annual Research Report
  • Research Products

    (16 results)

All Other

All Publications (16 results)

  • [Publications] 谷口 慶治,横地 高志,藤田 由昭,河合 秀翁: "フロ-方式による細菌の自動分類" 電子情報通信学会論文誌DーII. J73ーDーII. 1413-1419 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] K.Taniguchi,T.Yokochi and Y.Fujita: "Automatic Classification of Bacteria using Flow-Image-Analysis Techniques" Medical & Biological Engineering & Computing. 29. 962-962 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] 谷口 慶治,横地 高志,藤田 由昭,山田 義人: "フロ-方式による細菌の自動分類の改良" 電子情報通信学会論文誌DーII.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] 谷口 慶治: "マイコン応用技術" 共立出版, 1 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1991 Final Research Report Summary
  • [Publications] 谷口 慶治,横地 高志,藤田 由昭,河合 秀翁: "フロ-方式による細菌の自動分類" 電子情報通信学会論文誌D-II. J73-D-II. 1413-1419 (1990)

    • Related Report
      1991 Annual Research Report
  • [Publications] K.Taniguchi,T.Yokochi and Y.Fujita: "Automatic Classification of Bacteria using Flow-Image-Analysis Techniques" Medical&Biological Engineering &Computing. 29. 962-962 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 谷口 慶治,横地 高志,藤田 由昭,山田 義人: "フロ-方式による細菌の自動分類の改良" 電子情報通信学会論文誌D-IIに投稿予定.

    • Related Report
      1991 Annual Research Report
  • [Publications] 谷口 慶治: "マイコン応用技術" 共立出版, 1 (1990)

    • Related Report
      1991 Annual Research Report
  • [Publications] 谷口 慶治: "Automatic classification of bacteria using flow image analysis techniques" World congress on medical physics and biomedical engineering.(1991)

    • Related Report
      1990 Annual Research Report
  • [Publications] 谷口 慶治: "フロ-方式による細菌の自動分類" 電子情報通信学会論文誌. J73ーDII. 1413-1419 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 横地 高志: "レ-ザフロ-サイトメトリによる細菌自動分類システムの開発II" 日本細菌学会中部支部会. Iー28. (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 藤田 由昭: "フロ-方式による細菌の自動分類(その2)" 1990年電子情報通信学会春季全国大会. Bー41. (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 藤田 由昭: "フロ-方式による細菌の自動分類" 平成元年度電気関係学会北陸支部連合大会講演論文集. Bー110. 235-235 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] 谷口慶治: "フロ-方式による細菌の自動分類" 電子情報通信学会誌に投稿中.

    • Related Report
      1989 Annual Research Report
  • [Publications] 藤田由昭: "フロ-方式による細菌の自動分類" 1990年電子情報通信学会春季全国大会. (1990)

    • Related Report
      1989 Annual Research Report
  • [Publications] 藤田由昭: "フロ-方式による細菌の自動分類" 平成元年度電気関係学会北陸支部連合大会講演論文集. 235-235 (1989)

    • Related Report
      1989 Annual Research Report

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Published: 1989-04-01   Modified: 2019-02-15  

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