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Optical Neuro Computing System with Intelligent Sensor

Research Project

Project/Area Number 06045061
Research Category

Grant-in-Aid for international Scientific Research

Allocation TypeSingle-year Grants
SectionUniversity-to-University Cooperative Research
Research InstitutionIBARAKI College of Technology

Principal Investigator

SHIMIZU Isao  Ibaraki College of Technology, Dep.of Mechanical Engineering, Professor, 機械工学科, 教授 (80042464)

Co-Investigator(Kenkyū-buntansha) ONOFRI Fabrice  INSA Rouen, Dep.of Energy, Research Fellow, 助手
LE TOULOUZAN  INSA Rouen エネルギ科, 助教授
REN Kuan Fang  INSA Rouen, Dep.of Energy, Researcher, 研究員
GREHAN Gerard  INSA Rouen, Dep.of Energy, Chief Researcher, 研究主任
GOUESBET Gerard  INSA Rouen, Dep.of Energy, Professor, 教授
KATO Fumitake  Ibaraki College of Technology, Dep.of Mechanical Engineering, Research Fellow, 機械工学科, 助手 (30270218)
ARAKAWA Shinji  Ibaraki College of Technology, Dep.of Electronics and Control Engineering, Lectu, 電子制御工学科, 講師 (60222733)
ISAGO Takashi  Ibaraki College of Technology, Dep.Industrial Chemistry, Assoc.Professor, 工業化学科, 助教授 (70193232)
大竹 淑恵  茨城工業高等専門学校, 電子情報工学科, 講師 (50216777)
ISHIGE Katsumasa  Ibaraki College of Technology, Dep.of Electronic and Computer Engineering, Lectu, 電子情報工学科, 講師 (50223095)
LE TOULOUZAN Jean Noel  INSA Rouen, Dep.of Energy, Assoc.Professor
LETOULOUZAN ジャンノエル  INSA Rouen, エネルギ科, 助教授
LETOULOUZAN ジャン ノエル  INSA Rouen, エネルギ科, 助教授
LE Toulouzan  INSA Rouen, エネルギ科, 助教授
REN Kuan・Fan  INSA Rouen, エネルギ科, 研究員
Project Period (FY) 1994 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥4,700,000 (Direct Cost: ¥4,700,000)
Fiscal Year 1996: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1995: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1994: ¥1,700,000 (Direct Cost: ¥1,700,000)
KeywordsOptical Analogue Computer / Multiplexed Matched Spatial Filter / Simultaneous image discrimination / Hologram / Particle Image Velocimetry / ホログラム / 光導電プラスティック / 文字・形状識別 / PIV / 光導電プラスチック / 光回折パターン / 形状認識 / 位相共役鏡 / 知能センシング / レーザ光 / 画像並列処理 / 形状識別 / 画像変換素子
Research Abstract

1. Investigation of the developmental research on Optical Computing System has been done at the international symposium on Optical System Design and Production and at some research institutes in Europe. Developmental research concerning Multiplexed Matched Spatial Filtering method were limited to the research of our group and a few research in United States of America and Canada. It was recognized that few research reaching the level of our research were there in Europe and America.
2. It was clarified in view of discussion at the international symposium on Application of Laser Techniques to Fluid Mechanics and at some research institutes in Europe, that the Optical Analogue Computing method using a Multiplexed Matched Spatial Filter for discriminating shapes and sizes could be effectively in applicable to PIV (Particle Image Velocimetry), for the methods visualizing velocities and making equal contour map of velocities instantaneously and simultaneously. The issue and settlement in the application of Optical Analogue Computing method recognizing shapes and sizes to PIV,were clarified through these investigations.
3. It was clarified that the Fourier-Mellin filter could be used effectively for the research concerning effective methods recognizing shapes and sizes in rotation-invariant and size-invariant with Optical Analogue Computing and that the design for the new optical parts as binary lens could be necessary for developmental research for recognition of shapes and sizes
4. It was clarified that the certainty for the recognition of 40 number letters in 2 rows could be done simultaneously and instantaneously for over 95% using Optical Analogue Computing System together with discriminating function with neural networks.

Report

(4 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • 1994 Annual Research Report
  • Research Products

    (79 results)

All Other

All Publications (79 results)

  • [Publications] Isao SHIMIZU: "Developmental research on the technique automatically and rapidly making hologram used for the measurement of velocities in flow" Proc.of International Conference on Laser Anemometry-Advances and Applications. 7(Accepted). 1-4 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "ミクロンサイズアレルゲン粒子の迅速計測システムの開発研究" 空気清浄. 35(掲載決定). 1-6 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] I.Shimizu: "Parallel image processing of loci on PIV using PPH (Photo-conductor Plastic Hologram)" Proc.of 2nd International Workshop on PIV. 2(Accepted). 1-5 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "粒子群の形状・寸法別空間分布迅速識別システムの開発研究" 空気清浄とコンタミネーションコントロール研究大会講演論文集. 15(掲載決定). 1-4 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "簡便迅速な流速分布の定量マップ化法の開発研究" 粒子画像流速分布測定法研究会報告書. IV. 11-16 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "異方性粒子のオプティックス(粒子形状の光学的識別法)" エアロゾル研究. 11-3. 189-194 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "流速分布PIVにおける粒子群の瞬時並列アナログ画像処理" エアロゾル科学・技術研究討論会講演論文集. 13. 93-95 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Fumitake KATO: "Quantitative flow visualization of velocity distributions by parallel image processing using PPH (Photo-conducto Plastic Hologram)" Proc.of 8th Intern.Sympo.on Applications of Laser Techniques to Fluid Mechanics. II. 21.4.1-21.4.5 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on simultaneous distribution of shapes by a photo-conductor-plastic hologram automatically processed by solvent vapour" Design and Engineering of Optical Systerms,SPIE P seris. 2774. 171-176 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "ミクロンサイズアレルゲン粒子の迅速計測システムの開発研究" 空気清浄とコンタミネーションコントロール研究大会講演論文集. 14. 287-290 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "粒子群の形状・寸法別空間分布、挙動および速度の定量測定法" エアロゾル研究(日本エアロゾル学会). 11-1. 44-48 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "簡便自動作成ホログラムによる複数の物体形状同時識別法" 第26回画像工学コンファレンス講演論文集. No.26. 95-98 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Optical image processing of various size/shape particles in multi-phase flow" Proc.of Flow Visualization and Image Processing of Multiphase Systems,ASME. FED Vol.209. 1-11 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "ミクロンサイズ粒子群の形状・寸法の瞬時識別法" 第13回空気清浄とコンタミネーションコントロール研究大会講演論文集. No.13. 15-18 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "アレルギ源としての家ダニの自動計測法" 空気清浄(日本空気清浄協会). 33巻1号. 1-6 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "光インテリジェントセンサによる複数形状の並列識別" 日本機械学会第72期通常総会講演会講演論文集. IV,No.95-1. 465-466 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "多重マッチトフィルタ法によるキャビティフローの定量可視化" 日本機械学会第72期通常総会講演会講演論文集. III,No.95-1. 257-258 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Determine the spatial distributions and velocities of particles in each shape or size" Proc.of 4th International Congress on Optical Particle Sizing. 4. 449-455 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] I.Shimizu: "Quantitative visualization of velocity distributions in flow" Proc.of 7th Intern.Sympo.on Application of Laser Techniques to Fluid Mechanics (1994-7). II. 4.1-4.8 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "粒子の形状・寸法別空間分布、挙動及び速度の測定法" 第11回エアロゾル科学・技術研究討論会論文集、日本エアロゾル学会(1994-8). 11. 169-171 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] I.Shimizu: "Developmental research on determining the spatial distributions of size,shape and velocity of particles by an analogue image-processing method" IEA Proc.of TLM, (1994-9). 111-114 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "PID画像の迅速並列光学処理による流速分布定量可視化法" 日本機械学会、茨城地方講演会論文集(1994-9). 34-35 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清水 勲: "流体中の粒子群の形状・寸法別の挙動・速度の測定法" 日本機械学会、茨城地方講演会論文集(1994-9). 32-33 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] I.Shimizu: "A technique manipulating small particles with determining shape,size and position by laser beam" Proc.of 12th Intern.Congress on Contamination Control (ICCS) (JACA), ′94. 485-489 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 古越正信: "多重マッチトフィルタとニューラルネットワークを使った並列文字認識" 第11回センシングフォーラム論文集、計測制御自動学会(1994-10). 1-6 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on the technique automatically and rapidly making hologram used for the measurement of velocities in flow" Proc.of Intern.Conference on Laser Anemometry-Advanced and Applications. 7 (Accepted). 1-4 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on measuring system rapidly discriminating shape of allergen particles in micron size" Journal of Japan Air Cleaning Association. 35 (to be published). 1-6 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Parallel image processing of loci on PIV using PPH (Photo-conductor Plastic Hologram)" Proc.of 2nd International Workshop on PIV. 2 (Accepted). 1-5 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on the system measuring spatial distributions of particles in each shape and size" Proc.of 15th Annual Tech.Meeting on Air cleaning and Contamination Control. No.15 (to be published). 1-4 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on making conveniently and rapidly equal contour map of quantitative velocity distributions in flow" Proc.of Conference on Measurement of Velocity Distributions by PIV. IV. 11-16 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Simultaneous and instantaneous discrimination of shape, size and position of particles using optical techniques" Journal of Aerosol Research, Japan. 11-3. 189-194 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Instantaneous and Simultaneous analog image processing of loci of particles in flow using a MMSF" Proc.the 13th Symposium on Aerosol Science and Technology. 13. 93-95 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Fumitake KATO: "Quantitative flow visualization of velocity distributions by parallel image processing using PPH" Proc.8th International Symposium on Applications of Laser Techniques to Fluid Mechanics. II. 21.4.1-21.4.5 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on simultaneous distribution of shapes by a photo-conductor plastic hologram automatically processed by solvent vapor" Design and Engineering of Optical Systems, SPIE P series. 2774. 171-176 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on measuring system rapidly discriminating shapes of allergen particles in micron size" Proc.of 14th Annual Tech.Meeting on Air cleaning and Contamination Control. No.14. 287-290 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Quantitative determination of spatial distributions, behavior and velocity of particles with various shapes and sizes by a Multiplexed Matched Spatial Filter" Journal of Aerosol Research, Japan. 11-1. 44-48 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on simultaneous discrimination of shapes by using a hologram made easily and automatically by photo-conductor plastic hologram by solvent vapor" Proc.of the 26th joint Conference on Imaging Technology. No.26. 95-98 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Optical image processing of various size/shape particles in multi-phase flow" Proc.of Flow Visualization and Image Processing of Multiphase Systems, ASME. FED Vol.209. 1-11 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on instantaneous measurement of shape and size of particles" Proc.of the 13th Annual Tech.Meeting on Air Cleaning and Contamination Control. No.13, No.1. 15-18 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Automatical discrimination of house dust mites as an allergy source of asthma" Proc.of Flow Visualization and Image Processing of Multiphase Systems, ASME. Vol.33, No.1. 1-6 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Determine the spatial distributions and velocities of particles in each shape or size" Proc.of 4th Intern.Congress on Optical Particle Sizing (1995-3). 4. 449-455 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Quantitative visualization of cavity flow by MMSF method" Proc.of 72nd JSME Spring Annual Meeting (1995-3). III,NO.95-1. 257-258 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Parallel and instantaneous discrimination of plural shapes by a MMSF with neural network" Proc.of 72nd JSME Spring Annual Meeting (1995-3). IV,NO.95-1. 465-466 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Quantitative visualization of velocity distributions in flow" Proc.of 7th Intern.Sympo.on Application of Laser Techniques to Fluid Mechanics (1994-7). II. 4.1-4.8 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Study on determining the spatial distributions, behavior and velocity of particles in each shape and size" Proc.of the 11th Symposium on Aerosol Science and Technology Japan Association of Aerosol Science and Technology. 11. 169-171 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on determining the spatial distributions of size, shape and velocity of particles by an analogue image-processing method" IEA Proc.of TLM,(1994-9). 111-114 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Determination of behavior and velocity of particles in flow for each shape and size" Proc.of Ibaraki District Conference, JSME. 32-33 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Quantitative visualization of velocity distributions in flow by simultaneous image-processing of PID" Proc.of Ibaraki District Conference, JSME. 34-35 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "A technique manipulating small particles with determining shape, size and position by laser beam" Proc.of 12th Intern.Congress on Contamination Control (ICCS) (JACA), '94. 12. 485-489 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Masanobu FURUKOSHI: "Simultaneous recognition of characters by a Multiplexed Matched Spatial Filter with neural networks" Proc.of the 11th Sensing Forum of SICE (Society of Instrumentation and Control Engineers). 11. 1-6 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Isao SHIMIZU: "Developmental research on the technique automatically and rapidly making hologram used for the measurement of velocities in flow" Proc.of International Conference on Laser Anemometry-Advances and Applications. 7(Accepted). 1-4 (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 清水 勲: "ミクロンサイズアレルゲン粒子の迅速計測システムの開発研究" 空気清浄. 35(掲載決定). 1-6 (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] I.Shimizu: "Parallel image processing of loci on PIV using PPH (Photo-conductor Plastic Hologram)" Proc.of 2nd International Workshop on PIV. 2(Accepted). 1-5 (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 清水 勲: "粒子群の形状・寸法別空間分布迅速識別システムの開発研究" 空気清浄とコンタミネーションコントロール研究大会講演論文集. 15(掲載決定). 1-4 (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 清水 勲: "簡便迅速な流速分布の定量マップ化法の開発研究" 粒子画像流速分布測定法研究会 報告書. IV. 11-16 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 清水 勲: "異方性粒子のオプティックス(粒子形状の光学的識別法)" エアロゾル研究. 11-3. 189-194 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 清水 勲: "流速分布PIVにおける粒子群の瞬時並列アナログ画像処理" エアロゾル科学・技術研究討論会講演論文集. 13. 93-95 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Fumitake-KATO: "Quantitative flow visualization of velocity distributions by parallel image processing using PPH (Photo-conductor Plastic Hologram)" Proc.of 8th Intern.Sympo.on Applications of Laser Techniques to Fluid Mechanics. II. 21.-21. 4.1-1.5 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Isao SHIMIZU: "Developmental research on simultaneous distribution of shapes by a photo-conductor-plastic hologram automatically processed by solvent vapour" Design and Engineering of Optical Systems,SPIE P series. 2774. 171-176 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 清水 勲: "ミクロンサイズアレルゲン粒子の迅速計測システムの開発研究" 空気清浄とコンタミネーションコントロール研究大会講演論文集. 14. 287-290 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 清水 勲: "粒子群の形状・寸法別空間分布、挙動および速度の定量測定法" エアロゾル研究(日本エアロゾル学会). 11-1. 44-48 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] I.Shimizu: "Determine the spatial distributinos and velocities of particles in each shape or size" Proc.of 4th International Congress on Optical Particle Sizing. 4. 449-455 (1995)

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  • [Publications] 清水勲: "多重マッチトフィルタ法によるキャビティーフローの定量可視化" 日本機械学会第72期通常総会講演会講演論文集. III,No.95-1. 257-258 (1995)

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  • [Publications] 清水勲: "光インテリジェントセンサによる複数形状の並列識別" 日本機械学会第72期通常総会講演会講演論文集. IV,No.95-1. 465-466 (1995)

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  • [Publications] 清水勲: "アレルギ源としての家ダニの自動計測法" 空気清浄(日本空気清浄協会). 33巻1号. 1-6 (1995)

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  • [Publications] 清水勲: "ミクロンサイズ粒子群の形状・寸法の瞬時識別法" 第13回空気清浄とコンタミネーションコントロール研究大会講演論文集. No.13. 15-18 (1995)

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  • [Publications] I.Shimizu: "Optical image processing of Various size/shape particles in multi-phase flow" Proc.of Flow Visualization and Image Processing of Multiphase Systems,ASME. FED Vol.209. 1-11 (1995)

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  • [Publications] 清水勲: "簡便自動作成ホログラムによる複数の物体形状同時識別法" 第26回画像工学コンファレンス講演論文集. No.26. 95-98 (1995)

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  • [Publications] 清水勲: "粒子群の形状・寸法別空間分布,挙動および速度の定量測定法" エアロゾル研究(日本エアロゾル学会). Vol.11 No.1. 44-48 (1996)

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  • [Publications] 清水 勲: "光インテリジェントセンサによる複数形状の並列識別" 日本機械学会第72期通常総会講演会、講演論文集(1995-3). IV. 3212-3213 (1995)

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  • [Publications] 清水 勲: "多重マッチトフィルタ法によるキャビティーフローの定量可視化" 日本機械学会第72期通常総会講演会、講演論文集(1995-3). III. 257-258 (1995)

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  • [Publications] I.Shimizu: "Determine the spatial distributions and velocities of particles in each shape or size" Proc. of 4th Intern. Congress on Optical Particle Sizing (1995-3). 449-455 (1995)

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  • [Publications] 古越 正信: "多重マッチトフィルタとニューラルネットワークを使った並列文字認識" 第11回センシングフォーラム論文集、計測制御自動学会 (1994-10). 1-6 (1994)

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  • [Publications] I.Shimizu: "A technique manipulating small particles with determining shape,size and position by laser beam" Proc. of 12th Intern. Sympo. on Contamination Control(ICCS),(JACA),'94. 485-489 (1994)

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  • [Publications] 清水 勲: "PID画像の迅速並列光学処理による流速分布定量可視化法" 日本機械学会、茨城地方講演会論文集(1994-9). 34-35 (1994)

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  • [Publications] 清水 勲: "流体中の粒子群の形状・寸法別の挙動・速度の測定法" 日本機械学会、茨城地方講演会論文集(1994-9). 32-33 (1994)

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  • [Publications] I.Shimizu: "Developmental research on determining the spatial distributions of size,shape and velocity of particles by an analogue image-processing method" IEA Proc. of TLM,(1994-9). 111-114 (1994)

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  • [Publications] 清水 勲: "粒子の形状・寸法別空間分布、挙動及び速度の測定法" 第11階エアロゾル科学・技術研究討論会論文集、日本エアロゾル学会(1994-8). 11. 169-171 (1994)

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  • [Publications] I.Shimizu: "Quantitative visualization of velocity distributions in flow" Proc. of 7th Intern. Sympo. on Application of Laser Techniques to Fluid Mechanics(1994-7). II. 4.1-4.8 (1994)

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Published: 1994-04-01   Modified: 2016-04-21  

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