### PROCEEDINGS VOLUME 3459

Bayesian Inference for Inverse Problems*This item is only available on the SPIE Digital Library.

Volume Details

Volume Number: 3459

Date Published: 22 September 1998

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

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

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

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

Author(s): Shyamsunder Baskaran; Rick P. Millane

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Bayesian reconstruction in synthetic magnetic resonance imaging

Author(s): Ranjan Maitra; Julian Besag

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

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

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

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

Author(s): Julien Reichel; Anthony Quinn

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Physically based likelihood for ultrasound imaging

Author(s): Colin Fox; Geoff K. Nicholls

Author(s): Colin Fox; Geoff K. Nicholls

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Fast Bayesian estimation methods in emission tomography

Author(s): Alvaro R. De Pierro

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

Author(s): Vladik Kreinovich

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Prior modeling and posterior sampling in impedance imaging

Author(s): Geoff K. Nicholls; Colin Fox

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

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

Author(s): Scott A. Starks; Vladik Kreinovich

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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

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

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

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

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

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

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

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

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

Author(s): Alfred O. Hero III; Olivier Michel

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Multisite updating Markov chain Monte Carlo algorithm for morphologically constrained Gibbs random fields

Author(s): Krishnamoorthy Sivakumar; John Ioannis Goutsias

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

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

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

Author(s): Anil Christopher Kokaram; Miao-Dan Wu

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Stochastic gradient estimation strategies for Markov random fields

Author(s): Laurent Younes

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

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

Author(s): Nikolas P. Galatsanos; Vladimir Z. Mesarovic; Rafael Molina; Aggelos K. Katsaggelos

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Hyperparameter estimation of a variational model using a stochastic gradient method

Author(s): Josiane B. Zerubia; Laure Blanc-Feraud

Author(s): Josiane B. Zerubia; Laure Blanc-Feraud

Simultaneous image restoration and hyperparameter estimation by a cumulant analysis

Author(s): Marc Sigelle

Author(s): Marc Sigelle

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