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Development of Real-time Deformation and Strain Measurement System by Integrated Phase-shifting Grid Method Using Correlation

Research Project

Project/Area Number 12450052
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Materials/Mechanics of materials
Research InstitutionWakayama University

Principal Investigator

MORIMOTO Yoshiharu  Wakayama University, Faculty of Systems Engineering, Professor, システム工学部, 教授 (20029573)

Co-Investigator(Kenkyū-buntansha) FUJIGAKI Motoharu  Wakayama University, Faculty of Systems Engineering, Research Associate, システム工学部, 助手 (40273875)
NOMURA Takanori  Wakayama University, Faculty of Systems Engineering, Associate Professor, システム工学部, 助教授 (80222206)
GOLDAR Dulal  Delhi College of Engg., Dept. of Civil Engg., India, Professor
KIM Myung Soo  Kunsan National Univ., Dept. of Mech. Engg., Korea, Asso. Prof.
BAEK Tae Hyun  Kunsan National Univ., Dept. of Mech. Engg., Korea, Professor
Project Period (FY) 2000 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥11,900,000 (Direct Cost: ¥11,900,000)
Fiscal Year 2001: ¥4,400,000 (Direct Cost: ¥4,400,000)
Fiscal Year 2000: ¥7,500,000 (Direct Cost: ¥7,500,000)
KeywordsDMD (Digital Micro-mirror Device) / Integrated Phase-shifting Grid Method Using Correlation / Real-time / Deformation and Strain Measurement System / Phase-shifting Scanning Moire Method / Stress Analysis / Speckle Interferometry / Photoelasticity / 変形・びずみ計測システム
Research Abstract

In this study, we proposed a novel high-speed and high-accuracy shape, deformation and strain measurement method using a DMD (Digital Micro-mirror Device). We especially proposed the integrated phase-shifting grid method using correlation. We also proposed other phase analysis methods. We developed some systems for these methods. They were applied to a grid projection method, photoelasticity and a laser interferometric method. The conclusions are as follows :.
1. Performance of the DMD was confirmed by a computer simulation. As the result, our proposed algorithm is confirmed.
2. A DMD reflection-type CCD camera (DMD camera) was structed. The performance was confirmed with a quasi-static experiment that a contour image and an equal-displacement image was obtained by the DMD camera using the phase-shifting scanning moire method.
3. Information of the control signals to drive the DMD chip was acquired. A circuit to drive the DMD chip in real-time was designed.
4. A novel phase-shifting method for stress analysis in real-time by the photoelasticity was proposed. The experimental setup was built and the validity is confirmed.
5. Two-directional integrated phase-shifting method was proposed. It was applied for a simultaneous analysis of two displacement components in moire interferometry.
6. An algorithm to apply the integrated phase-shifting method to shape and deformation measurement of continuum objects was developed.
7. A phase-unwrapping method using a frequency modulated grating was developed.

Report

(3 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • Research Products

    (66 results)

All Other

All Publications (66 results)

  • [Publications] 藤垣元治ほか2名: "位相シフト走査モアレ法による実時間等高線・等変位線表示装置"精密工学会誌. Vol.66,No.8. 1221-1225 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Fujigaki, M., ほか3名: "Real-time Measurement System for Small Displacementby Integrated Phase-shifting Method and Applications"Proc. of the SEM IX International Congress Experimental Mechanics, Orlando. 804-807 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Morimoto, ほか2名: "Shape Measurement of Moving Human Body"Proceedings of international Conference Machine Automation(ICMA2000). 345-350 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 岩井一能, 森本吉春, 藤垣元治: "積分型位相シフト法による実時間形状計測における位相接続方法"第5回知能メカトロニクスワークショップ講演論文集,精密工学会. 255-260 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 藤垣元治ほか2名: "積分型位相シフト法を用いた実時間ナノメートル変位分布計測"日本機械学会論文集A. Vol.67,No.655(印刷中). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 松井亮, 森本吉春, ほか2名: "位相シフト法を用いた等色線・等傾線の自動解析"日本光弾性学会講演論文集. No.22. 23-26 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 藤垣元治, 森本吉春, 高騫: "デジタルマイクロミラーデバイスを用いた位相シフト走査モアレ法による形状計測"実験力学,日本実験力学会. Vol.2,No.1. 50-54 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 山本裕子, 森本吉春, 藤垣元治, 米山聡, 隆雅久: "2成分同時積分型位相シフト法によるモアレ干渉縞解析"実験力学,日本実験力学会. Vol.2,No.1. 44-49 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Fujigaki, M., Morimoto, Y., Gao, Q.: "Shape and Displacement Measurement by Phase-shifting Scanning Moire Method Using Digital Micro-mirror Device"Proceedings of ICEM2001,SPIE. (in printing). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Iwai, K., Morimoto, Y., Fujigaki, M., Yoneyama, S.: "Phase-unwrapping Method in Real-time Shape Measurement Using Composite Rectangular Grid"Proceedings of ICEM2001,SPIE. (in printing). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Morimoto, Y., Fujigaki, M., Yoneyama, S.: "Shape, Stress and Strain Measurement Using Phase Analysis of Grating or Fringe Patterns"Proceedings of ICEM2001, SPIE. (in printing). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Ikeda, Y., Morimoto, Y., Fujigaki, M., Yoneyama, S.: "3D Surface Profile Measurement of Moving Object Using Linear Sensors"Proceedings of APCFS & ATEM '01,Sendai. 806-810 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Shinke, A., Morimoto, Y., Fujigaki, M.: "Development of Accurate Shape Measurement System Using Multiple Reference Planes"Proceedings of APCFS & ATEM '01, Sendai. 811-814 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kim, M.S., Baek, T.H., Yu, M.-H., Morimoto, Y., Fujigaki, M.: "Phase Shifting Method by Quarter Wave Plate with Linear Polarizer for Speckle Interferomentry"Proceedings of APCFS & ATEM '01, Sendai. 826-829 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Fujigaki, M., Miwa, M., Nakashima., A., Kim, M.S., Soga, M., Tanikawa, H.: "Development of Multispectral Infrared Camera System for Plant Healthiness Evaluation"Proceedings of SPIE. Vol.4548. 157-160 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yabe, M., Morimoto, Y, Fujigaki, M., Yoneyama, S.: "Shape and Deformation Measurement by Phase-shifting Method Using Linear Sensors"Fringe 2001,Osten, W. and Juptner, W., eds., Elsevier. 557-564 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Morimoto, Y, Fujigaki, M., Yoneyama, S.: "Stress and Strain Measurements Using Fourier"Gabor and Wavelet Transforms, 6th International Workshop on Advances in Experimental Mechanics in Slovenia. (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yoneyama, S., Morimoto, Y., Fujigaki, M.: "High-Speed Analysis of Stress and Strain Distributions by Phase-shifting Methods"6th International Workshop on Advances in Experimental Mechanics in Slovenia. (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] S.Yoneyama, Morimoto, Y, Nomura, T., Fujigaki, M., Matsui, R.: "Real-time Analysis of Isochromatics and Isoclinics Using Phase-shifting Method"Proc. of the SEM Annual Conf. on Experimental and Applied Mechanics, SEM. 117-120 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Baek, T.H, Kim, M.S., Cho, S.H, Morimoto, Y., Fujigaki, M.: "Digital Measurement of Isochromatics and Isoclinics in Photoelastic Fringes through a Circular Polariscope"Proc. of the SEM Annual Conf.. 125-128 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kim, M.S., Baek, T.H, Morimoto, Y., Fujigaki, M.: "Phase Shifting Method Using Quarter Wave Plate in Speckle Interferometry"Proc. of the SEM Annual Conf. on Experimental and Applied Mechanics, SEM. 480-482 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Morimoto, M., Fujigaki, M.: "Real-time Phase Analysis Methods for Analyzing Shape, Strain and Stress, Nontraditional Methods of Sensing Stress, Strain, and Damage in Materials and Structures"Second Volume, ASTM, STP1323. 156-168 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M., Morimoto, Y., Matsui, R., Baek, T. H and Kim, M. S.: "Automated Analysis of Isochromatics and Isoclinics Using Phase-shifting Method (in Japanese)"Journal of JSEM. Vol. 1, No. 1. 29-33 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Fujigaki, M., Morimoto, Y. and Gao, Q.: "Shape Measurement by Phase-shifting Scanning Moire Method Using Digital Micro-mirror Device (in Japanese)"Journal of JSEM. Vol. 2, No. 1. 50-54 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yamamoto, Y., Morimoto, Y., Fujigaki, M., Yoneyama, S. and Takashi, M.: "Simultaneous Analysis of Two Phase Components for Moire Interferometry by Two-directional Integrated Phase-shifting Method (in Japanese)"Journal of JSEM. Vol. 2, No. 1. 44-49 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Baek, T. H, Kim, M. S., Morimoto, Y., and Fujigaki, M.: "Isochromatics and Isoclinics from Photoelastic Fringes in a Circular Disk by Phase Measuring Technique"KSME International Journal. Separation of Vol. 16, No. 2. 175-181 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Fujigaki, M., Morimoto, Y., and Gao, Q.: "Shape and Displacement Measurement by Phase-shifting Scanning Moire Method Using Digital Micro-mirror Device"Proceedings of ICEM2001, SPIE. (in printing). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Iwai, K., Morimoto, Y., Fujigaki, M. and Yoneyama, S.: "Phase-unwrapping Method in Real-time Shape Measurement Using Composite Rectangular Grid"Proceedings of ICEM2001, SPIE. (in printing). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Morimoto, Y., Fujigaki, M. and Yoneyama, S.: "Shape, Stress and Strain Measurement Using Phase Analysis of Grating or Fringe Patterns"Proceedings of ICEM2001, SPIE. (in printing). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Ikeda, Y., Morimoto, Y., Fujigaki, M. and Yoneyama, S.: "3D Surface Profile Measurement of Moving Object Using Linear Sensors"Proceedings of APCFS & ATEM '01. 806-810 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Shinke, A., Morimoto, Y. and Fujigaki, M.: "Development of Accurate Shape Measurement System Using Multiple Reference Planes"Proceedings of APCFS & ATEM '01. 811-814 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kim, M.S., Baek, T.H., Yu, M.-H., Morimoto. Y. and Fujigaki, M.: "Phase Shifting Method by Quarter Wave Plate with Linear Polarizer for Speckle Interferomentry"Proceedings of APCFS & ATEM '01. 826-829 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Morimoto, Y., Fujigaki, M. and Yoneyama, S.: "Stress and Strain Measurements Using Fourier, Gabor and Wavelet Transforms"6th International Workshop on Advances in Experimental Mechanics in Slovenia. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yoneyama, S., Morimoto, Y. and Fujigaki. M.: "High-Speed Analysis of Stress and Strain Distributions by Phase-shifting Methods"6th International Workshop on Advances in Experimental Mechanics in Slovenia. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] S. Yoneyama, Morimoto, Y., Nomura, T., Fujigaki, M. and Matsui, R.: "Real-time Analysis of Isochromatics and Isoclinics Using Phase-shifting Method"Proc. of the SEM Annual Conf. on Experimental and Applied Mechanics, SEM. 117-120 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Baek, T. H., Kim, M. S., Cho, S. H., Morimoto, Y., and Fujigaki, M.: "Digital Measurement of Isochromatics and Isoclinics in Photoelastic Fringes through a Circular Polariscope"Proc. of the SEM Annual Conf.. 125-128 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kim, M. S., Baek, T. H., Morimoto, Y., and Fujigaki, M.: "Phase Shifting Method Using Quarter Wave Plate in Speckle Interferometry"Proc. of the SEM Annual Conf. on Experimental and Applied Mechanics, SEM. 480-482 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 藤垣元治ほか2名: "位相シフト走査モアレ法による実時間等高線・等変位線表示装置"精密工学会誌. Vol.66, No.8. 1221-1225 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] Fujigaki, M., ほか3名: "Real-time Measurement System for Small Displacementby Integrated Phase-shifting Method and Applications"Proc.of the SEM IX International Congress Experimental Mechanics, Orlando. 804-807 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] Morimoto, Y.: "Shape Measurement of Moving Human Body"Proceedings of International Conference Machine Automation(ICMA2000). 345-350 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 岩井一能, 森本吉春, 藤垣元治: "積分型位相シフト法による実時間形状計測における位相接続方法"第5回知能メカトロニクスワークショップ講演論文集,精密工学会. 255-260 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 藤垣元治ほか2名: "積分型位相シフト法を用いた実時間ナノメートル変位分布計測"日本機械学会論文集A. Vol.67, No.655(印刷中). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 松井亮, 森本吉春ほか2名: "位相シフト法を用いた等色線・等傾線の自動解析"日本光弾性学会講演論文集. No.22. 23-26 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 藤垣元治, 森本吉春, 高騫: "デジタルマイクロミラーデバイスを用いた位相シフト走査モアレ法による形状計測"実験力学,日本実験力学会. Vol.2, No.1. 50-54 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 山本裕子, 森本吉春, 藤垣元治, 米山聡, 隆雅久: "2成分同時積分型位相シフト法によるモアレ干渉縞解析"実験力学,日本実験力学会. Vol.2, No.1. 44-49 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Fujigaki, M., Morimoto, Y., Gao, Q.: "Shape and Displacement Measurement by Phase-shifting Scanning Moire Method Using Digital Micro-mirror Device"Proceedings of ICEM2001, SPIE. (in printing). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Iwai, K., Morimoto, Y., Fujigaki, M., Yoneyama, S.: "Phase-unwrapping Method in Real-time Shape Measurement Using Composite Rectangular Grid"Proceedings of ICEM2001, SPIE. (in printing). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Morimoto, Y., Fujigaki, M., Yoneyama, S.: "Shape, Stress and Strain Measurement Using Phase Analysis of Grating or Fringe Patterns"Proceedings of ICEM2001, SPIE. (in printing). (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Ikeda, Y., Morimoto, Y., Fujigaki, M., Yoneyama, S.: "3D Surface Profile Measurement of Moving Object Using Linear Sensors"Proceedings of APCFS & ATEM '01, Sendai. 806-810 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Shinke, A., Morimoto, Y., Fujigaki, M.: "Development of Accurate Shape Measurement System Using Multiple Reference Planes"Proceedings of APCFS & ATEM '01, Sendai. 811-814 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Kim, M.S., Baek.T.H, Yu, M.-H., Morimoto, Y., Fujigaki, M.: "Phase Shifting Method by Quarter Wave Plate with Linear Polarizer for Speckle Interferomentry"Proceedings of APCFS & ATEM '01, Sendai. 826-829 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Fugigaki, M., Miwa, M., Nakashima, A., Kim, M.S., Soga, M., Tanikawa, H.: "Development of Multispectral Infrared Camera System for Plant Healthiness Evaluation"Proceedings of SPIE. Vol.4548. 157-160 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Yabe, M., Morimoto, Y., Fujigaki, M., Yoneyama, S.: "Shape and Deformation Measurement by Phase-shifting Method Using Linear Sensors"Fringe2001, Osten, W.and Juptner, W., eds., Elsevier. 557-564 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Morimoto, Y., Fujigaki, M., Yoneyama, S.: "Stress and Strain Measurements Using Fourier"Gobor and Wavelet Transforms, 6th International Workshop on Advances in Experimental Mechanics in Slovenia. (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Yoneyama, S., Morimoto, Y., Fugigaki, M.: "High-Speed Analysis of Stress and Strain Distributions by Phase-shifting Methods"6th International Workshop on Advances in Experimental Mechanics in Slovenia. (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] S.Yoneyama, Morimoto, Y., Nomura, T., Fugigaki, M., Matsui, R.: "Real-time Analysis of Isochromatics and Isoclinics Using Phase-shifting Method"Proc. of the SEM Annual Conf. on Experimental and Applied Mechanics, SEM. 117-120 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Baek, T.H, Kim, M.S., Cho, S.H, Morimoto, Y., Fujigaki, M.: "Digital Measurement of Isochromatics and Isoclinics in Photoelastic Fringes through a Circular Polariscope"Proc. of the SEM Annual Conf.. 125-128 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Kim, M.S.Baek, T.H, Morimoto, Y., Fujigaki, M.: "Phase Shifting Method Using Quarter Wave Plate in Speckle Interferometry"Proc. of the SEM Annual Conf. on Experimental and Applied Mechanics, SEM. 480-482 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Morimoto, M., Fujigaki, M.: "Real-time Phase Analysis Methods for Analyzing Shape, Strain and Stress, Nontraditional Methods of Sensing Stress, Strain, and Damage in Materials and Structures"Second Volume, ASTM, STP1323. 153-168 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 藤垣元治 ほか2名: "位相シフト走査モアレ法による実時間等高線・等変位線表示装置の開発"精密工学会誌. 66・8. 1221-1225 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Fujigaki,M., ほか3名: "Real-time Measurement System for Small Displacement by Integrated Phase-shifting Method and Applications"Proc.of the SEM IX International Congress on Experimental Mechanics, Orlando. 804-807 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Morimoto,Y. ほか2名: "Shape Measurement of Moving Human Body"Proceedings of International Conference on Machine Automation (ICMA2000). 345-350 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 岩井一能,森本吉春,藤垣元治: "積分型位相シフト法による実時間形状計測における位相接続方法"第5回知能メカトロニクスワークショップ講演論文集,精密工学会. 255-260 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 藤垣元治 ほか2名: "積分型位相シフト法を用いた実時間ナノメートル変位分布計測"日本機械学会論文集A. 67・655(印刷中). (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 松井亮,森本吉春 ほか2名: "位相シフト法を用いた等色線・等傾線の自動解析"日本光弾性学会講演論文集. 22. 23-26 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Morimoto,Y.and Fujigaki,M.: "Trends in Optical Non-destructive Testing and Inspection, Chap.27"P.K.Rastogi and D.Inaudi, editors, Elsevier Science. 18(415-432) (2000)

    • Related Report
      2000 Annual Research Report

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Published: 2000-04-01   Modified: 2016-04-21  

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