Computational methods for inverse problems in imaging [Documento eletrónico] / edited by Marco Donatelli, Stefano Serra-Capizzano
Language: eng.Country: Switzerland, Swiss Confederation.Publication: Cham : Springer International Publishing, Springer, 2019Description: IX, 166 p. : il.ISBN: 978-3-030-32882-5.Series: Springer INdAM Series, 36Subject - Topical Name: Mathematics -- Data processing | Mathematical physics | Engineering mathematics | Engineering -- Data processing Online Resources:Click here to access onlineItem type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | |
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E-Books | Biblioteca NOVA FCT Online | Não Ficção | QA71.SPR FCT (Browse shelf(Opens below)) | 1 | Available | 95434 |
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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