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Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
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Computational Methods for Inverse Problems in Imaging (Hardcover, 1st ed. 2019)
Loot Price: R2,789
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Computational Methods for Inverse Problems in Imaging (Hardcover, 1st ed. 2019)
Series: Springer INdAM Series, 36
Expected to ship within 10 - 15 working days
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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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