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Variational Regularization of 3D Data: Experiments with MATLAB® (SpringerBriefs in Computer Science)

Hebert Montegranario, Jairo Espinosa




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 | #4961386 in Books |  2014-03-14 |  2014-03-14 | Original language:English | PDF # 1 |  9.25 x.22 x6.10l,.0 | File type: PDF | 85 pages

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Variational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as an inverse problem that can be solved by Tikhonov regularization. The proposed solutions are generalizations of one-dimensional splines, applicable to n-dimensional data and the central idea is that these splines can be obtained by regularization theory using a trade-off bet...

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