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Bayesian Inference for Inverse Problems

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Volume Details

Volume Number: 3459
Date Published: 22 September 1998

Table of Contents
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From deterministic to probabilistic approaches to solve inverse problems
Author(s): Ali Mohammad-Djafari
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Statistical methods for 3D reconstruction of viruses using cryo electron microscopy data
Author(s): Wen Gao; Peter C. Doerschuk
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Bayesian framework for reconstructing missing data in color image sequences
Author(s): Steven Armstrong; Anil Christopher Kokaram; Peter J. W. Rayner
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Bayesian image reconstruction with a hyperellipsoidal posterior in x-ray fiber diffraction
Author(s): Shyamsunder Baskaran; Rick P. Millane
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Bayesian reconstruction in synthetic magnetic resonance imaging
Author(s): Ranjan Maitra; Julian Besag
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Joint maximum a posteriori estimation of object and PSF for turbulence-degraded images
Author(s): Laurent M. Mugnier; Jean-Marc Conan; Thierry Fusco; Vincent Michau
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Regularization of the image division approach to blind deconvolution
Author(s): Sergio Barraza-Felix; B. Roy Frieden
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Using intensity edges to improve parameter estimation in blind image restoration
Author(s): Anna Tonazzini; Luigi Bedini
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Fast and fully unsupervised scheme for model-based image segmentation
Author(s): Julien Reichel; Anthony Quinn
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Physically based likelihood for ultrasound imaging
Author(s): Colin Fox; Geoff K. Nicholls
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Fast Bayesian estimation methods in emission tomography
Author(s): Alvaro R. De Pierro
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Simplified version of the tomography problem can help to estimate the errors of indirect measurements
Author(s): Vladik Kreinovich
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Prior modeling and posterior sampling in impedance imaging
Author(s): Geoff K. Nicholls; Colin Fox
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Case study of nonlinear inverse problems: mammography and nondestructive evaluation
Author(s): Olga Kosheleva; Sergio D. Cabrera; Roberto A. Osegueda; Carlos M. Ferregut; Soheil Nazarian; Debra L. George; Mary J. George; Vladik Kreinovich; Keith Worden
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Multispectral inverse problems in satellite image processing
Author(s): Scott A. Starks; Vladik Kreinovich
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Bayesian source separation and localization
Author(s): Kevin H. Knuth
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Kolmogorov complexity, statistical regularization of inverse problems, and Birkhoff's formalization of beauty
Author(s): Vladik Kreinovich; Luc Longpre; Misha Koshelev
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Myopic scheme for parametric blur estimation using the generalized cross-validation criterion
Author(s): Sophie Chardon; Benoit Vozel; Kacem Chehdi
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Reversible jump Markov chain Monte Carlo for Bayesian deconvolution of point sources
Author(s): Guillaume Stawinski; Arnaud Doucet; Patrick Duvaut
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Detection of objects embedded in a nonuniform turbid medium
Author(s): Tak D. Cheung; Peter K. Wong; Eva Chan
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Unsupervised segmentation of images
Author(s): Simon A. Barker; Anil Christopher Kokaram; Peter J. W. Rayner
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Joint noise reduction, motion estimation, missing data reconstruction, and model parameter estimation for degraded motion pictures
Author(s): Anil Christopher Kokaram; Simon J. Godsill
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Low-level vision edge detector by using Bayesian decision and maximum a posteriori probability estimation theory
Author(s): Meir Barzohar; Dongijn Han; David B. Cooper
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Adaptive quantization and filtering using Gauss-Markov measure field models
Author(s): Jose Luis Marroquin Zaleta; Salvador Botello; Mariano Rivera
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Robust entropy estimation strategies based on edge weighted random graphs
Author(s): Alfred O. Hero III; Olivier Michel
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Reversible jump algorithm for analysis of gamma mixtures
Author(s): Petar M. Djuric
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Multisite updating Markov chain Monte Carlo algorithm for morphologically constrained Gibbs random fields
Author(s): Krishnamoorthy Sivakumar; John Ioannis Goutsias
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Efficient simulated annealing algorithms for Bayesian parameter estimation
Author(s): Christophe Andrieu; Arnaud Doucet
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Hierarchical prior for Bayesian deconvolution of radioactive sources with Poisson statistics
Author(s): Guillaume Stawinski; Patrick Duvaut
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Fast method for sampling from Laplacian-type distributions
Author(s): Anil Christopher Kokaram; Miao-Dan Wu
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Stochastic gradient estimation strategies for Markov random fields
Author(s): Laurent Younes
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Simultaneous multiple regularization parameter selection by means of the L-hypersurface with applications to linear inverse problems posed in the wavelet transform domain
Author(s): Murat Belge; Misha E. Kilmer; Eric L. Miller
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Hyperparameter estimation using hyperpriors for hierarchical Bayesian image restoration from partially known blurs
Author(s): Nikolas P. Galatsanos; Vladimir Z. Mesarovic; Rafael Molina; Aggelos K. Katsaggelos
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Simultaneous image restoration and hyperparameter estimation by a cumulant analysis
Author(s): Marc Sigelle
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Nonlinear prediction methods for estimation of clique weighting parameters in non-Gaussian image models
Author(s): Sean Borman; Ken D. Sauer; Charles A. Bouman
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