Handbook of mathematical methods in ...
Scherzer, Otmar.

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  • Handbook of mathematical methods in imaging
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Handbook of mathematical methods in imaging/ edited by Otmar Scherzer.
    其他作者: Scherzer, Otmar.
    出版者: New York, NY :Springer New York : : 2015.,
    面頁冊數: xviii, 2178 p. :ill., digital ;24 cm.
    內容註: Linear Inverse Problems -- Large-Scale Inverse Problems in Imaging -- Regularization Methods for Ill-Posed Problems -- Distance Measures and Applications to Multi-Modal Variational Imaging -- Energy Minimization Methods -- Compressive Sensing -- Duality and Convex Programming -- EM Algorithms -- Iterative Solution Methods -- Level Set Methods for Structural Inversion and Image Reconstructions -- Expansion Methods -- Sampling Methods -- Inverse Scattering -- Electrical Impedance Tomography -- Synthetic Aperture Radar Imaging -- Tomography -- Optical Imaging -- Photoacoustic and Thermoacoustic Tomography: Image Formation Principles -- Mathematics of Photoacoustic and Thermoacoustic Tomography -- Wave Phenomena -- Statistical Methods in Imaging -- Supervised Learning by Support Vector Machines -- Total Variation in Imaging -- Numerical Methods and Applications in Total Variation Image Restoration -- Mumford and Shah Model and its Applications in Total Variation Image Restoration -- Local Smoothing Neighbourhood Filters -- Neighbourhood Filters and the Recovery of 3D Information -- Splines and Multiresolution Analysis -- Gabor Analysis for Imaging -- Shaper Spaces -- Variational Methods in Shape Analysis -- Manifold Intrinsic Similarity -- Image Segmentation with Shape Priors: Explicit Versus Implicit Representations -- Starlet Transform in Astronomical Data Processing -- Differential Methods for Multi-Dimensional Visual Data Analysis -- Wave fronts in Imaging, Quinto -- Ultrasound Tomography, Natterer -- Optical Flow, Schnoerr -- Morphology, Petros -- Maragos -- PDEs, Weickert. - Registration, Modersitzki -- Discrete Geometry in Imaging, Bobenko, Pottmann -- Visualization, Hege -- Fast Marching and Level Sets, Osher -- Couple Physics Imaging, Arridge -- Imaging in Random Media, Borcea -- Conformal Methods, Gu -- Texture, Peyre -- Graph Cuts, Darbon -- Imaging in Physics with Fourier Transform (i.e.Phase Retrieval e.g Dark field imaging), J. R. Fienup -- Electron Microscopy, Oktem Ozan -- Mathematical Imaging OCT (this is also FFT based), Mark E. Brezinski -- Spect, PET, Faukas, Louis.
    Contained By: Springer eBooks
    標題: Diagnostic imaging - Mathematical models. -
    電子資源: http://dx.doi.org/10.1007/978-1-4939-0790-8
    ISBN: 9781493907908 (electronic bk.)
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