Skip to main content
SpringerLink
Log in

Statistical Image Processing

  • Conference paper
Physical and Biological Processing of Images

Part of the book series: Springer Series in Information Sciences ((SSINF,volume 11))

Abstract

The title of the paper suggests coverage of a very broad spectrum of problems in image processing which could be approached from the statistical point of view. Indeed, the spectrum could include topics ranging from image preprocessing, through image enhancement, to image understanding. However, the theme of this meeting — the analysis and interpretation of images — considerably narrows the subject of statistical image processing. It automatically excludes the problems of filtering, image reconstruction, enhancement and coding from consideration, although the solution of these may be a necessary prerequisite to successful machine perception of imagery data.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. J Kittler: To be published in Issues in Acoustic Signal/Image Processing and Recognition, Ed. by C H Chen ( Springer Verlag, Berlin 1983 )

    Google Scholar 

  2. KS Fu: Syntactic Methods in Pattern Recognition ( Academic Press, New York 1974 )

    MATH  Google Scholar 

  3. KS Fu, ed.: Syntactic Pattern Recognition, Applications ( Springer Verlag, New York 1977 )

    MATH  Google Scholar 

  4. R C Gonzalez and M G Thomason: Syntactic Pattern Recognition, An Introduction (Addison Wesley, Reading MA 1978)

    Google Scholar 

  5. KS Fu: Syntactic Pattern Recognition and Applications ( Prentice Hall, Englewood Cliffs, NJ 1982 )

    MATH  Google Scholar 

  6. T Pavlidis: Structural Pattern Recognition, ( Springer Verlag, Berlin, 1977 )

    MATH  Google Scholar 

  7. A Rosenfeld, A C Kak: Digital Picture Processing ( Academic Press, New York, 1976 )

    Google Scholar 

  8. EL Hall: Computer Image Processing and Recognition ( Academic Press, New York, 1979 )

    MATH  Google Scholar 

  9. W K Pratt: Digital Image Processing, ( Wiley, New York, 1978 )

    Google Scholar 

  10. R O Duda, P E Hart: Pattern Classification and Scene Analysis (John Wiley and Sons, New York,1973)

    MATH  Google Scholar 

  11. K Fukunaga: Introduction to Statistical Pattern Recognition (Academic Press, New York,1972)

    Google Scholar 

  12. PA Devijver, J Kittler: Pattern Recognition a Statistical Approach ( Prentice Hall, Englewood Cliffs, 1982 )

    MATH  Google Scholar 

  13. J R Ullmann: in this volume

    Google Scholar 

  14. H Do Tu and M Installe: IEEE Trans. C-27, 648 (1978)

    Google Scholar 

  15. T M Cover and P E Hart: IEEE Trans. IT-13, 21 (1967)

    Google Scholar 

  16. C J Stone: Ann. Statist., 5, (1977)

    Google Scholar 

  17. L Devroye: IEEE Trans. PAMI-3, 75 (1981)

    Google Scholar 

  18. PA Devijver: Pattern Recognition in Practice, E S Gelsema, and L N Kanal Eds. ( North Holland, Amsterdam 1980 )

    Google Scholar 

  19. L Györfi and Z Györfi: IEEE Trans. IT-24, 512 (1978)

    Google Scholar 

  20. P A Devijver: IEEE Trans. IT-25, 749 (1979)

    MathSciNet  Google Scholar 

  21. B V Dasarathy and B V Sheela: Proc. 1977 IEEE Int. Conf. Cybernetics and Society, Washington DC, pp. 630–634 Sept. 1977

    Google Scholar 

  22. P A Devijver: in Pattern Recognition Theory and Application. K S Fu and A B Whinston Eds. ( Noordhoff, Leyden 1977 )

    Google Scholar 

  23. P A Devijver: MBLE Res. Rept. R-346, Brussels 1977

    Google Scholar 

  24. P A Devijver: in Aspects of Signal Processing, Part 2, G Tacconi Ed. ( Reidel, Dordrecht 1977 )

    Google Scholar 

  25. P A Devijver and J Kittler: Proc. Fifth Int. Conf. Pattern Recognition, Miami Beach, Fl., pp. 72–80, Dec. 1980

    Google Scholar 

  26. D L Wilson: IEEE Trans. SMC-2, 408 (1972)

    Google Scholar 

  27. C S Penrod and T J Wagner: IEEE Trans. SMC-7, 92 (1977)

    MathSciNet  Google Scholar 

  28. P E Hart: IEEE Trans. IT-14, 515 (1968)

    Google Scholar 

  29. K C Gowda and G Krishna: IEEE Trans. IT-25, 480 (1979)

    Google Scholar 

  30. G T Toussaint: in Pattern Recognition Theory and Applications, J Kittler K S Fu and L F Pau Eds. ( D Reidel, Dordrecht 1982 )

    Google Scholar 

  31. P A Devijver and M M Dekesel: Philips Research Laboratory Memo No 13, Brussels (1981)

    Google Scholar 

  32. C K Chow: IEEE Trans. IT-16, 41 (1970)

    Google Scholar 

  33. R D Short and K Fukunaga: Proc. Fifth Int. Conf. Pattern Recognition, Miami Beach, Fl., pp. 81–86, Dec. 1980

    Google Scholar 

  34. R P W Duin: On the Accuracy of Statistical Pattern Recognisers ( Dutch Efficiency Bureau, Pijnaker 1978 )

    Google Scholar 

  35. L S Davis: Computer Graphics and Image Processing, 4, 248 (1974)

    Article  ADS  Google Scholar 

  36. S Levialdi: in Digital Image Processing, J C Simon and R M Harralick Eds ( D Reidel, Dordrecht 1981 )

    Google Scholar 

  37. R A Kirsch, L Cahn, C Ray and G H Urban: Proc. Eastern Joint Computer Conference, pp. 221–229, 1957

    Google Scholar 

  38. M H Hueekel: Journal A C M, 18, 113 (1971)

    Google Scholar 

  39. J W Modestino and R W Fries: Computer Graphics and Image Processing, 6, 409 (1977)

    Article  Google Scholar 

  40. P Lenkin: Computer Graphics and Image Processing, 9, 150 (1979)

    Article  Google Scholar 

  41. B J Schachter, A Lev, S W Zucker and A Rosenfeld: IEEE Trans. SMC-7, 813 (1977)

    Google Scholar 

  42. J M Tennenbaum, A C Kay, T Binford, G Falk, J Feldman, G Grape, R Paul, K Pingle and I Sobel: Proc. IJCAI, pp. 521–526 (1969)

    Google Scholar 

  43. M J Brooks: Computer Graphics and Image Processing, 8, 277 (1978)

    Article  Google Scholar 

  44. I E Abdou and W K Pratt: Proc. IEEE, 67, 753 (1979)

    Article  Google Scholar 

  45. D Marr: Phil. Trans. R. Soc. London, B275, 483 (1976)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Technology Division, SERC Rutherford Appleton Laboratory, Chilton, Didcot, 0X11 0QX, England

    J. Kittler

Authors
  1. J. Kittler
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Department of Experimental Psychology, University of Cambridge, Cambridge, CB2 3EB, England

    Oliver J. Braddick

  2. Royal Signals & Radar Establishment, St. Andrews Road, Great Malvern, Worcs., WR 14 3PS, England

    Andrew C. Sleigh

Rights and permissions

Reprints and permissions

Copyright information

© 1983 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Kittler, J. (1983). Statistical Image Processing. In: Braddick, O.J., Sleigh, A.C. (eds) Physical and Biological Processing of Images. Springer Series in Information Sciences, vol 11. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-68888-1_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-68888-1_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-68890-4

  • Online ISBN: 978-3-642-68888-1

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics

Search

Navigation