Computational Methods for Inverse Problems in Imaging

Released on by Marco Donatelli
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  • Computational Methods for Inverse Problems in Imaging Book Detail

  • Author : Marco Donatelli
  • Release Date : 2019-11-26
  • Publisher : Springer Nature
  • Genre : Mathematics
  • Pages : 171
  • ISBN 13 : 3030328821
  • File Size : 68,68 MB
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Computational Methods for Inverse Problems in Imaging by Marco Donatelli PDF Summary

Book Description: This book presents recent mathematical methods in the area of inverse problems in imaging with a particular focus on the computational aspects and applications. The formulation of inverse problems in imaging requires accurate mathematical modeling in order to preserve the significant features of the image. The book describes computational methods to efficiently address these problems based on new optimization algorithms for smooth and nonsmooth convex minimization, on the use of structured (numerical) linear algebra, and on multilevel techniques. It also discusses various current and challenging applications in fields such as astronomy, microscopy, and biomedical imaging. The book is intended for researchers and advanced graduate students interested in inverse problems and imaging.

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