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Handbook of Mathematical Methods in Imaging 2015

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Otmar Scherzer:
Handbook of Mathematical Methods in Imaging. Springer 2015, ISBN 978-1-4939-0789-2
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Charles W. Groetsch:
Linear Inverse Problems. 3-46
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Julianne Chung, Sarah Knepper, James G. Nagy:
Large-Scale Inverse Problems in Imaging. 47-90
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Jin Cheng, Bernd Hofmann:
Regularization Methods for Ill-Posed Problems. 91-123
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Christiane Pöschl, Otmar Scherzer:
Distance Measures and Applications to Multimodal Variational Imaging. 125-155
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  - reference/sp/Nikolova15
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Mila Nikolova:
Energy Minimization Methods. 157-204
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Massimo Fornasier, Holger Rauhut:
Compressive Sensing. 205-256
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Jonathan M. Borwein, D. Russell Luke:
Duality and Convex Programming. 257-304
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Charles Byrne, Paul P. B. Eggermont:
EM Algorithms. 305-388
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Charles Byrne:
EM Algorithms from a Non-stochastic Perspective. 389-429
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Martin Burger, Barbara Kaltenbacher, Andreas Neubauer:
Iterative Solution Methods. 431-470
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Oliver Dorn, Dominique Lesselier:
Level Set Methods for Structural Inversion and Image Reconstruction. 471-532
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Habib Ammari, Hyeonbae Kang:
Expansion Methods. 535-590
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  - reference/sp/Hanke-BourgeoisK15
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Martin Hanke-Bourgeois, Andreas Kirsch:
Sampling Methods. 591-647
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David Colton, Rainer Kress:
Inverse Scattering. 649-700
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Andy Adler, Romina Gaburro, William R. B. Lionheart:
Electrical Impedance Tomography. 701-762
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  - reference/sp/CheneyB15
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Margaret Cheney, Brett Borden:
Synthetic Aperture Radar Imaging. 763-799
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Gabor T. Herman:
Tomography. 801-845
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  - reference/sp/KrishnanQ15
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Venkateswaran P. Krishnan, Eric Todd Quinto:
Microlocal Analysis in Tomography. 847-902
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Athanassios S. Fokas, George A. Kastis:
Mathematical Methods in PET and SPECT Imaging. 903-936
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Ozan Öktem:
Mathematics of Electron Tomography. 937-1031
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Simon R. Arridge, Jari P. Kaipio, Ville Kolehmainen, Tanja Tarvainen:
Optical Imaging. 1033-1079
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Kun Wang, Mark A. Anastasio:
Photoacoustic and Thermoacoustic Tomography: Image Formation Principles. 1081-1116
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Peter Kuchment, Leonid A. Kunyansky:
Mathematics of Photoacoustic and Thermoacoustic Tomography. 1117-1167
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Peter Elbau, Leonidas Mindrinos, Otmar Scherzer:
Mathematical Methods of Optical Coherence Tomography. 1169-1204
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Matti Lassas, Mikko Salo, Gunther Uhlmann:
Wave Phenomena. 1205-1252
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Frank Natterer:
Sonic Imaging. 1253-1278
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Liliana Borcea:
Imaging in Random Media. 1279-1340
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  - reference/sp/CalvettiS15
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Daniela Calvetti, Erkki Somersalo:
Statistical Methods in Imaging. 1343-1392
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Gabriele Steidl:
Supervised Learning by Support Vector Machines. 1393-1453
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Vicent Caselles, Antonin Chambolle, Matteo Novaga:
Total Variation in Imaging. 1455-1499
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Raymond H. Chan, Tony F. Chan, Andy M. Yip:
Numerical Methods and Applications in Total Variation Image Restoration. 1501-1537
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Leah Bar, Tony F. Chan, Ginmo Chung, Miyoun Jung, Luminita A. Vese, Nahum Kiryati, Nir A. Sochen:
Mumford and Shah Model and Its Applications to Image Segmentation and Image Restoration. 1539-1597
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Jean-Michel Morel, Antoni Buades, Tomeu Coll:
Local Smoothing Neighborhood Filters. 1599-1643
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Julie Digne, Mariella Dimiccoli, Neus Sabater, Philippe Salembier:
Neighborhood Filters and the Recovery of 3D Information. 1645-1673
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Brigitte Forster:
Splines and Multiresolution Analysis. 1675-1716
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Ole W. Christensen, Hans G. Feichtinger, Stephan Paukner:
Gabor Analysis for Imaging. 1717-1757
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Alain Trouvé, Laurent Younes:
Shape Spaces. 1759-1817
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Martin Rumpf, Benedikt Wirth:
Variational Methods in Shape Analysis. 1819-1858
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Alexander M. Bronstein, Michael M. Bronstein:
Manifold Intrinsic Similarity. 1859-1908
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Daniel Cremers:
Image Segmentation with Shape Priors: Explicit Versus Implicit Representations. 1909-1944
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Florian Becker, Stefania Petra, Christoph Schnörr:
Optical Flow. 1945-2004
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Lars Ruthotto, Jan Modersitzki:
Non-linear Image Registration. 2005-2051
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  - reference/sp/StarckMB15
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Jean-Luc Starck, Fionn Murtagh, Mario Bertero:
Starlet Transform in Astronomical Data Processing. 2053-2098
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Werner Benger, René Heinzl, Dietmar Hildenbrand, Tino Weinkauf, Holger Theisel, David Tschumperlé:
Differential Methods for Multi-dimensional Visual Data Analysis. 2099-2162
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