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A Method to Analyze Preferred MTF for Printing Medium Including Paper

  • Masayuki Ukishima
  • Martti Mäkinen
  • Toshiya Nakaguchi
  • Norimichi Tsumura
  • Jussi Parkkinen
  • Yoichi Miyake
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5575)

Abstract

A method is proposed to analyze the preferred Modulation Transfer Function (MTF) of printing medium like paper for the image quality of printing. First, the spectral intensity distribution of printed image is simulated by changing the MTF of medium. Next, the simulated image is displayed on a high-precision LCD to reproduce the appearance of printed image. An observer rating evaluation experiment is carried out to the displayed image to discuss what the preferred MTF is. The appearance simulation of printed image was conducted on particular printing conditions: several contents, ink colors, a halftoning method and a print resolution (dpi). The experiments on different printing conditions can be conducted since our simulation method is flexible about changing conditions.

Keywords

MTF printing LCD sharpness granularity 

References

  1. 1.
    Emmel, P., Herch, R.D.: Modeling Ink Spreading for Color Prediction. J. Imaging Sci. Technol. 46(3), 237–246 (2002)Google Scholar
  2. 2.
    Inoue, S., Tsumura, N., Miyake, Y.: Measuring MTF of Paper by Sinusoidal Test Pattern Projection. J. Imaging Sci. Technol. 41(6), 657–661 (1997)Google Scholar
  3. 3.
    Atanassova, M., Jung, J.: Measurement and Analysis of MTF and its Contribution to Optical Dot Gain in Diffusely Reflective Materials. In: Proc. IS&T’s NIP23: 23rd International Conference on Digital Printing Technologies, Anchorage, pp. 428–433 (2007)Google Scholar
  4. 4.
    Ukishima, M., Kaneko, H., Nakaguchi, T., Tsumura, N., Kasari, M.H., Parkkinen, J., Miyake, Y.: Optical dot gain simulation of inkjet image using MTF of paper. In: Proc. Pan-Pacific Imaging Conference 2008 (PPIC 2008), Tokyo, pp. 282–285 (2008)Google Scholar
  5. 5.
    Jang, W., Allebach, J.P.: Characterization of printer MTF. In: Cui, L.C., Miyake, Y. (eds.) Image Quality and System Performance III. SPIE Proc., vol. 6059, pp. 1–12 (2006)Google Scholar
  6. 6.
    Lindner, A., Bonnier, N., Leynadier, C., Schmitt, F.: Measurement of Printer MTFs. In: Proc. SPIE, San Jose, California. Image Quality and System Performance VI, vol. 7242 (2009)Google Scholar
  7. 7.
    Inoue, S., Tsumura, N., Miyake, Y.: Analyzing CTF of Print by MTF of Paper. J. Imaging Sci. Technol. 42(6), 572–576 (1998)Google Scholar
  8. 8.
    Gonzalez, R.C., Woods, R.E.: Digital Image Processing, 2nd edn., pp. 64–66. Prentice-Hall, Inc., New Jersey (2002)Google Scholar
  9. 9.
    Ulichhey, R.: Digital Halftoning. MIT Press, Cambridge (1987)Google Scholar
  10. 10.
    Ohta, N., Robertson, A.A.: Colorimetry: Fundamentals And Applications. Wiley–Is&t Series in Imaging Science and Technology (2006)Google Scholar
  11. 11.
    Ukishima, M., Nakaguchi, T., Kato, K., Fukuchi, Y., Tsumura, N., Matsumoto, K., Yanagawa, N., Ogura, T., Kikawa, T., Miyake, Y.: Sharpness Comparison Method for Various Medical Imaging Systems. Electronics and Communications in Japan, Part 2 90(11), 65–73 (2007); Translated from Denshi Joho Tsushin Gakkai Ronbunshi J89-A(11), 914–921 (2006)CrossRefGoogle Scholar
  12. 12.
    Thurstone, L.L.: The Measurement of Values. Psychol. Rev. 61(1), 47–58 (1954)CrossRefGoogle Scholar
  13. 13.

Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Masayuki Ukishima
    • 1
    • 3
  • Martti Mäkinen
    • 2
  • Toshiya Nakaguchi
    • 1
  • Norimichi Tsumura
    • 1
  • Jussi Parkkinen
    • 3
  • Yoichi Miyake
    • 4
  1. 1.Graduate School of Advanced Integration ScienceChiba UniversityJapan
  2. 2.Department of Physics and MathematicsUniversity of JoensuuFinland
  3. 3.Department of Computer Science and StatisticsUniversity of JoensuuFinland
  4. 4.Research Center for Frontier Medical EngineeringChiba UniversityJapan

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