Skip to main content

Digital Image Processing and Recognition

  • Conference paper
Digitale Bildverarbeitung Digital Image Processing

Part of the book series: Informatik — Fachberichte ((INFORMATIK,volume 8))

Abstract

This paper reviews some of the recent developments in image recognition techniques. Topics discussed include data structures for image analysis; image matching; segmentation; texture analysis; and shape description.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 54.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 69.99
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. A. Rosenfeld, Picture Processing by Computer, Academic Press, New York, 1969.

    MATH  Google Scholar 

  2. H. C. Andrews, Computer Techniques in Image Processing, Academic Press, New York, 1970.

    Google Scholar 

  3. R. O. Duda and P. E. Hart, Pattern Classification and Scene Analysis, Wiley, New York, 1973.

    MATH  Google Scholar 

  4. A. Rosenfeld and A. C. Kak, Digital Picture Processing, Academic Press, New York, 1976.

    Google Scholar 

  5. A. Rosenfeld, H. Freeman, T. S. Huang, and A. van Dam, eds., Computer Graphics and Image Processing, Academic Press, New York, 1972 ff.

    Google Scholar 

  6. A. Rosenfeld, Picture Processing by Computer, Computing Surveys 1, 1969, 147–176.

    Article  MATH  MathSciNet  Google Scholar 

  7. A. Rosenfeld, Progress in picture processing: 1969-71: ibid. 5, 1973, 81-108.

    Google Scholar 

  8. A. Rosenfeld, Picture processing: 1972, Computer Graphics and Image Processing 1, 1972, 394–416.

    Article  MathSciNet  Google Scholar 

  9. —, Picture processing: 1973, ibid. 3, 1974, 178-194.

    Google Scholar 

  10. —, Picture processing: 1974, ibid. 4, 1975, 133-155.

    Google Scholar 

  11. —, Picture processing: 1975, ibid. 5, 1976, 215-237.

    Google Scholar 

  12. —, Picture processing: 1976, ibid. 6, 1977, in press.

    Google Scholar 

  13. K. S. Fu and A. Rosenfeld, Pattern recognition and image processing, IEEE Trans, on Computers C-25, 1976, 1336–1346.

    Article  Google Scholar 

  14. L. Uhr, Layered “recognition cone” networks that preprocess, classify, and describe, ibid. C-21, 1972, 758-768.

    Google Scholar 

  15. A. R. Hanson and E. M. Riseman, Design of VISIONS: segmentation and interpretation of images, in Conference Record, 1976 Joint Workshop on Pattern Recognition and Artificial Intelligence (IEEE Publ. 76CH1169-2C), pp. 135-144.

    Google Scholar 

  16. M. A. Arbib and E. Riseman, Computational techniques in visual systems, Proc. IEEE, to appear.

    Google Scholar 

  17. M. D. Kelly, Edge detection by computer using planning, Machine Intelligence 6, 1971, 397–409.

    Google Scholar 

  18. S. L. Tanimoto and T. Pavlidis, A hierarhical data structure for picture processing, Computer Graphics and Image Processing 4, 1975, 104–119.

    Article  Google Scholar 

  19. S. L. Tanimoto, Pictorial feature distortion in a pyramid, ibid. 5, 1976, 333-352.

    Google Scholar 

  20. A. Klinger and C. R. Dyer, Experiments on picture representation using regular decomposition, ibid., 68-105.

    Google Scholar 

  21. S. L. Horowitz and T. Pavlidis, Picture segmentation by a tree traversal algorithm, J.ACM 23, 1976, 368–388.

    Article  MATH  Google Scholar 

  22. S. L. Tanimoto and T. Pavlidis, Graph labelling algorithms for picture analysis, in 31JCPR [Proc. 3rd Intl. Joint Conf. on Pattern Recognition, IEEE Publ. 76CH1140-3C], 1976, 749-752.

    Google Scholar 

  23. M. A. Fischler and R. A. Elschlager, The representation and matching of pictorial structures, IEEE Trans, on Computers C-22, 1973, 67–92.

    Article  Google Scholar 

  24. L. S. Davis and A. Rosenfeld, An application of relaxation labelling to spring-loaded template matching, in 3IJCPR, 1976, 591–597.

    Google Scholar 

  25. M. Gaafar, Visual perception: a search problem?, ibid., 308-311.

    Google Scholar 

  26. F. Hayes-Roth, Representation of structured events and efficient procedures for their recognition, Pattern Recognition 8, 1976, 141–150.

    Article  MATH  Google Scholar 

  27. G. J. VanderBrug and A. Rosenfeld, Two-stage template matching, IEEE Trans, on Computers C-26, 1977, in press.

    Google Scholar 

  28. A. Rosenfeld and G. J. VanderBrug, Coarse-fine template matching, IEEE Trans, on Systems, Man, and Cybernetics SMC-7, 1977, in press.

    Google Scholar 

  29. H. K. Ramapriyan, A multilevel approach to sequential detection of pictorial features, IEEE Trans, on Computers C-25, 1976, 66–78.

    Article  MathSciNet  Google Scholar 

  30. J. R. Ullmann, Pattern recognition using degenerate reference data, in C. H. Chen, ed., Pattern Recognition and Artificial Intelligence, Academic Press, New York, 1976, 508–528.

    Google Scholar 

  31. R. B. Ohlander, Analysis of natural scenes, Ph.D. Dissertation, Computer Science Department, Carnegie-Mellon University, Pittsburgh, PA, April 1975.

    Google Scholar 

  32. G. Leboucher and G. E. Lowitz, What can an histogram really tell the classifier, in 3IJCPR, 1976, 689-695.

    Google Scholar 

  33. S. W. Zucker, Region growing: childhood and adolescence, Computer Graphics and Image Processing 5, 1976, 382–399.

    Article  Google Scholar 

  34. R. L. Ketting and D. A. Landgrebe, Classification of multispectral image data by extraction and classification of homogeneous objects, IEEE Trans, on Geoscience Electronics GE-14, 1976, 19–26.

    Article  Google Scholar 

  35. M. D. Levine and J. Leemet, A method for non-purposive picture segmentation, in 3IJCPR, 1976, 494-498.

    Google Scholar 

  36. D. Ernst, B. Bargel, and F. Holdermann, Processing of remote sensing data by a region growing algorithm, ibid., 679-683.

    Google Scholar 

  37. E. C. Freuder, Affinity: a relative approach to region finding, Computer Graphics and Image Processing 5, 1976, 254–264.

    Article  Google Scholar 

  38. C. Somerville and J. L. Mundy, One pass contouring of images through planar approximation, in 3IJCPR, 1976, 745-748.

    Google Scholar 

  39. D. J. Burr and R. T. Chien, The minimal spanning tree in visual data segmentation, ibid., 519-523.

    Google Scholar 

  40. Y. Yakimovsky, Boundary and object detection in real world images, J.ACM 23, 1976, 599–618.

    Article  MATH  MathSciNet  Google Scholar 

  41. T. Sakai, T. Kanade, and Y. I. Ohta, Model-based interpretation of outdoor scene, in 3IJCPR, 1976, 581-585.

    Google Scholar 

  42. H. H. Nagel, Experiences with Yakimovsky’s algorithm for boundary and object detection in real world images, ibid., 753-758.

    Google Scholar 

  43. A. Rosenfeld, R. Hummel, and S. W. Zucker, Scene labeling by relaxation operations, IEEE Trans, on Systems, Man, and Cybernetics SMC-6, 1976, 420–4

    Article  MathSciNet  Google Scholar 

  44. S. W. Zucker, Relaxation labelling, local ambiguity, and low-level vision, in C. H. Chen, ed., op. cit., 593-616.

    Google Scholar 

  45. S. W. Zucker, Relaxation labelling and the reduction of local ambiguities, in 3IJCPR, 1976, 852-861.

    Google Scholar 

  46. S. W. Zucker, R. A. Hummel, and A. Rosenfeld, An application of relaxation labelling to line and curve enhancement, IEEE Trans, on Computers C-26, 1977, in press.

    Google Scholar 

  47. J. M. Tenenbaum and H. G. Barrow, IGS: a paradigm for integrating image segmentation and interpretation, in 3IJCPR, 1976, 504-513; also in C. H. Chen, op. cit., 472-507.

    Google Scholar 

  48. J. S. Weszka, C. R. Dyer, and A. Rosenfeld, A comparative study of texture features for terrain classification, IEEE Trans, on Systems, Man, and Cybernetics SMC-6, 1976, 269–285.

    Google Scholar 

  49. B. H. McCormick and S. N. Jayaramamurthy, Time series model for texture synthesis, Intl. J. Computer and Information Sciences 3, 1974, 329–343.

    Article  MATH  Google Scholar 

  50. J. T. Tou, D. B. Kao, and Y. S. Chang, Pictorial texture analysis and synthesis, in 3IJCPR, 1976, 590-590p.

    Google Scholar 

  51. S. W. Zucker, Toward a model of texture, Computer Graphics and Image Processing 5, 1976, 190–202.

    Article  Google Scholar 

  52. B. J. Schachter, A. Rosenfeld, and L. S. Davis, Random mosaic models for textures, to appear.

    Google Scholar 

  53. U. Grenander, Pattern Synthesis (Lectures in Pattern Theory, Vol. 1) Springer, New York, 1976.

    Book  MATH  Google Scholar 

  54. D. E. McClure, Nonlinear segmented function approximation and analysis of line patterns, Quarterly of Applied Mathematics 33, 1975, 1–37.

    MATH  MathSciNet  Google Scholar 

  55. D. E. McClure and R. A. Vitale, Polygonal approximation of plane convex bodies, J. Mathematical Analysis and Applications 51, 1975, 326–358.

    Article  MATH  MathSciNet  Google Scholar 

  56. B. T. Ang, A heuristic-adaptive procedure for segmentation of time patterns, Intl. J. Computer and Information Sciences 4, 1975, 329–348.

    Article  MATH  Google Scholar 

  57. D. B. Cooper, On the recognition of highly variable line drawings through the use of maximum likelihood functions, in C. H. Chen, op. cit., 145-163.

    Google Scholar 

  58. L. S. Davis, Understanding shape: angles and sides, IEEE Trans. on Computers C-26, 1977, in press.

    Google Scholar 

  59. L. S. Davis and A. Rosenfeld, Curve segmentation by relaxation labelling, ibid., in press.

    Google Scholar 

  60. A. Rosenfeld, ed., Digital Picture Analysis, Springer, New York, 1976.

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1977 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Rosenfeld, A. (1977). Digital Image Processing and Recognition. In: Nagel, HH. (eds) Digitale Bildverarbeitung Digital Image Processing. Informatik — Fachberichte, vol 8. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-95298-2_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-95298-2_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-08169-2

  • Online ISBN: 978-3-642-95298-2

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics