Chapter 4. Information Criteria: Examples of Applications in Signal and Image Processing

  1. Patrick Siarry
  1. Christian Olivier and
  2. Olivier Alata

Published Online: 27 JAN 2010

DOI: 10.1002/9780470611319.ch4

Optimization in Signal and Image Processing

Optimization in Signal and Image Processing

How to Cite

Olivier, C. and Alata, O. (2009) Information Criteria: Examples of Applications in Signal and Image Processing, in Optimization in Signal and Image Processing (ed P. Siarry), ISTE, London, UK. doi: 10.1002/9780470611319.ch4

Publication History

  1. Published Online: 27 JAN 2010
  2. Published Print: 1 JAN 2009

ISBN Information

Print ISBN: 9781848210448

Online ISBN: 9780470611319

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Keywords:

  • simulated;
  • segmentation;
  • unsupervised;
  • theoretical aspects;
  • markov models

Summary

This chapter contains sections titled:

  • Introduction and context

  • Overview of the different criteria

  • The case of auto-regressive (AR) models

  • Applying the process to unsupervised clustering

  • Law approximation with the help of histograms

  • Other applications

  • Conclusion

  • Appendix

  • Bibliography