9781439849736

Variational Methods in Image Processing

  • ISBN 13:

    9781439849736

  • ISBN 10:

    1439849730

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 12/18/2015
  • Publisher: Chapman & Hall

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

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Summary

Variational methods have proven to be powerful techniques for solving many image processing tasks. Balancing theory with practical approaches, this book covers a wide range of variational methods and their applications. The first part of the text focuses on image restoration, covering such topics as regularization, minimization, and nonlocal and higher-order variational methods. The second part addresses image segmentation, including the Mumford and Shah segmentation problem. The final section discusses varational image processing on manifolds. An accompanying CD-ROM includes MATLABĀ® code and color figures.

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