9781848210448

Optimisation in Signal and Image Processing

  • ISBN 13:

    9781848210448

  • ISBN 10:

    1848210442

  • Format: Hardcover
  • Copyright: 10/12/2009
  • Publisher: Iste/Hermes Science Pub

Note: Not guaranteed to come with supplemental materials (access cards, study guides, lab manuals, CDs, etc.)

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Summary

This book describes the optimization methods most commonly encountered in signal and image processing: artificial evolution and Parisian approach; wavelets and fractals; information criteria; training and quadratic programming; Bayesian formalism; probabilistic modeling; Markovian approach; hidden Markov models; and metaheuristics (genetic algorithms, ant colony algorithms, cross-entropy, particle swarm optimization, estimation of distribution algorithms, and artificial immune systems).

Author Biography

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Table of Contents

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