Skip to main content

Abstract

In this chapter we are going to discuss the problem of image encoding and compression. We will present the classical methods for image compression based on transformation to the frequency domain (i.e. Discrete Cosine Transform) and exploiting multiresolution decomposition (i.e., the Wavelet Transform). These methods are employed respectively on the JPEG compression and JPEG 2000 compression standards.

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

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 54.99
Price excludes VAT (USA)
  • Durable hardcover 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. Barnsley, M. and Hurd, L. P.(1993) Image Compression with Fractals. A. K. Peters, Wellesley, MA.

    Google ScholarĀ 

  2. Barnsley, M. F., Jacquin, A., Malassenet, F., Reuter, L., and Sloan, A. D.(1988) Harnessing chaos for image synthesis. Computer Graphics (SIGGRAPH ā€™88 Proceedings), 22(4):131ā€“140.

    ArticleĀ  Google ScholarĀ 

  3. Chen, Y.-S., Yen, H.-T., and Hsu, W.-H.(1994) Compression of color images via the technique of surface fitting. CVGIP: Graphical Models and Image Processing, 56(3):272ā€“279.

    ArticleĀ  Google ScholarĀ 

  4. Clark, R. J.(1990) Transform Coding of Images. Academic Press, London.

    Google ScholarĀ 

  5. Haykin, S.(1988) Digital Communications. John Wiley and Sons, New York.

    Google ScholarĀ 

  6. Huffman, D. A.(1962) A method for the construction of minimum redundancy codes. In Proceedings of IRE, 40:1098ā€“1101.

    ArticleĀ  Google ScholarĀ 

  7. Jain, A. K.(1989) Fundamentals of Digital Image Processing. Prentice-Hall, Englewood Cliffs, NJ.

    MATHĀ  Google ScholarĀ 

  8. Lim, J. S.(1990) Two-Dimensional Signal and Image Processing. Prentice-Hall, Englewood Cliffs, NJ.

    Google ScholarĀ 

  9. Murray, J. D. and Ryper, W. V.(1994) Encyclopedia of Graphics File Formats. Oā€™Reilly and Associates, Sebastopol, CA.

    Google ScholarĀ 

  10. Peitgen, H. O. and Saupe, D.(1988) The Science of Fractal Images. Springer-Verlag, New York.

    MATHĀ  Google ScholarĀ 

  11. Pennebaker, W. and Mitchell, J.(1993) JPEG: Still Image Data Compression Standard. The Color Resource, San Francisco.

    Google ScholarĀ 

  12. Pratt, W.(1978) Digital Image Processing. Wileyā€“Interscience, New York.

    Google ScholarĀ 

  13. Resnikoff, H. L.(1987) The Illusion of Reality. Springer-Verlag, New York.

    Google ScholarĀ 

  14. Shannon, C. E.(1949) The Mathematical Theory of Communication. University of Illinois Press, Urbana, IL.

    MATHĀ  Google ScholarĀ 

  15. Velho, L. and Alvarenga, C. (1990) Image compression by first-order approximation. In Proceedings IMAGEā€™COM, First International Conference on Image Chains, 387ā€“391.

    Google ScholarĀ 

  16. Welch, T. A.(1984) A technique for high-performance data compression. Computer, (6):8ā€“19.

    ArticleĀ  Google ScholarĀ 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

Ā© 2009 Springer-Verlag London Limited

About this chapter

Cite this chapter

Velho, L., Frery, A., Gomes, J. (2009). Image Compression. In: Image Processing for Computer Graphics and Vision. Texts in Computer Science. Springer, London. https://doi.org/10.1007/978-1-84800-193-0_13

Download citation

  • DOI: https://doi.org/10.1007/978-1-84800-193-0_13

  • Publisher Name: Springer, London

  • Print ISBN: 978-1-84800-192-3

  • Online ISBN: 978-1-84800-193-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics