Citations (28)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (1)
R.G. Aykroyd & S. Zimeras. (1999) Inhomogeneous Prior Models for Image Reconstruction. Journal of the American Statistical Association 94:447, pages 934-946.
Read now
Read now
Articles from other publishers (27)
Wonjung Lee. (2024) New graphical models for sequential data and the improved state estimations by data-conditioned driving noises. EURASIP Journal on Advances in Signal Processing 2024:1.
Crossref
Crossref
Fedor Goncharov, Éric Barat & Thomas Dautremer. (2023) Nonparametric Posterior Learning for Emission Tomography. SIAM/ASA Journal on Uncertainty Quantification 11:2, pages 452-479.
Crossref
Crossref
Pratik PatilMikael Kuusela & Jonathan Hobbs. (2022) Objective Frequentist Uncertainty Quantification for Atmospheric \(\mathrm{CO}_2\) Retrievals. SIAM/ASA Journal on Uncertainty Quantification 10:3, pages 827-859.
Crossref
Crossref
Riccardo Barbano, Simon Arridge, Bangti Jin & Ryutaro Tanno. 2022. Biomedical Image Synthesis and Simulation. Biomedical Image Synthesis and Simulation
601
641
.
Marina Filipović, Thomas Dautremer, Claude Comtat, Simon Stute & Éric Barat. (2021) Reconstruction, analysis and interpretation of posterior probability distributions of PET images, using the posterior bootstrap. Physics in Medicine & Biology 66:12, pages 125018.
Crossref
Crossref
Wonjung Lee, Yiqun Sun & Shuai Lu. (2020) Hierarchical sparse observation models and informative prior for Bayesian inference of spatially varying parameters. Journal of Computational Physics 422, pages 109768.
Crossref
Crossref
Salem M. Al-Gezeri & Robert G. Aykroyd. (2019) Spatially adaptive Bayesian image reconstruction through locally-modulated Markov random field models. Brazilian Journal of Probability and Statistics 33:3.
Crossref
Crossref
Marina Filipovic, Eric Barat, Thomas Dautremer, Claude Comtat & Simon Stute. (2019) PET Reconstruction of the Posterior Image Probability, Including Multimodal Images. IEEE Transactions on Medical Imaging 38:7, pages 1643-1654.
Crossref
Crossref
Isabell M. Franck & P.S. Koutsourelakis. (2016) Sparse Variational Bayesian approximations for nonlinear inverse problems: Applications in nonlinear elastography. Computer Methods in Applied Mechanics and Engineering 299, pages 215-244.
Crossref
Crossref
Mikael Kuusela & Victor M. Panaretos. (2015) Statistical unfolding of elementary particle spectra: Empirical Bayes estimation and bias-corrected uncertainty quantification. The Annals of Applied Statistics 9:3.
Crossref
Crossref
R.G. Aykroyd. 2015. Industrial Tomography. Industrial Tomography
401
427
.
Natalia A. Bochkina & Peter J. Green. (2014) The Bernstein–von Mises theorem and nonregular models. The Annals of Statistics 42:5.
Crossref
Crossref
Stelios Zimeras. (2013) Modified Maximum Likelihood Estimation of the Spatial Resolution for the Elliptical Gamma Camera SPECT Imaging Using Binary Inhomogeneous Markov Random Fields Models. Advances in Computed Tomography 02:02, pages 68-75.
Crossref
Crossref
Arkadiusz Sitek. (2012) Data analysis in emission tomography using emission-count posteriors. Physics in Medicine and Biology 57:21, pages 6779-6795.
Crossref
Crossref
Derek Bingham, C. Shane Reese & Brian Williams. (2011) Panel discussion: Integrating data from multiple simulation models of different fidelity. Panel discussion: Integrating data from multiple simulation models of different fidelity.
Christopher J. Stull, Christopher J. Earls & Phaedon-Stelios Koutsourelakis. (2011) Model-based structural health monitoring of naval ship hulls. Computer Methods in Applied Mechanics and Engineering 200:9-12, pages 1137-1149.
Crossref
Crossref
Antonio López, Rafael Molina, Aggelos K. Katsaggelos, Antonio Rodriguez, José M. López & José M. Llamas. (2004) Parameter estimation in Bayesian reconstruction of SPECT images: An aid in nuclear medicine diagnosis. International Journal of Imaging Systems and Technology 14:1, pages 21-27.
Crossref
Crossref
A. Lopez, R. Molina & A.K. Katsaggelos. (2002) Scale hyperparameter estimation for GGMRF prior models with application to SPECT images. Scale hyperparameter estimation for GGMRF prior models with application to SPECT images.
D. Higdon, H. Lee & Zhuoxin Bi. (2002) A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information. IEEE Transactions on Signal Processing 50:2, pages 389-399.
Crossref
Crossref
D.E. Melas & S.P. Wilson. (2002) Double Markov random fields and Bayesian image segmentation. IEEE Transactions on Signal Processing 50:2, pages 357-365.
Crossref
Crossref
Gong Tie-zhu & Wang Yuan-mei. (2001) A Bayesian PET reconstruction method using segmented anatomical membrane as priors. Journal of Zhejiang University-SCIENCE A 2:4, pages 406-410.
Crossref
Crossref
Bryson C. Bates & Edward P. Campbell. (2001) A Markov Chain Monte Carlo Scheme for parameter estimation and inference in conceptual rainfall‐runoff modeling. Water Resources Research 37:4, pages 937-947.
Crossref
Crossref
M.V. Ibañez & A. Simó. (1999) Bayesian detection of the fovea in eye fundus angiographies. Pattern Recognition Letters 20:2, pages 229-240.
Crossref
Crossref
Edward P. Campbell, David R. Fox & Bryson C. Bates. (1999) A Bayesian Approach to parameter estimation and pooling in nonlinear flood event models. Water Resources Research 35:1, pages 211-220.
Crossref
Crossref
Chien-Min Kao, Xiaochuan Pan, Chin-Tu Chen & Wing H. Wong. (1998) Image restoration and reconstruction with a Bayesian approach. Medical Physics 25:5, pages 600-613.
Crossref
Crossref
D.M. Higdon, J.E. Bowsher, V.E. Johnson, T.G. Turkington, D.R. Gilland & R.J. Jaszczak. (1997) Fully Bayesian estimation of Gibbs hyperparameters for emission computed tomography data. IEEE Transactions on Medical Imaging 16:5, pages 516-526.
Crossref
Crossref
A.P. Dunmur & D.M. Titterington. (1997) Computational Bayesian analysis of hidden Markov mesh models. IEEE Transactions on Pattern Analysis and Machine Intelligence 19:11, pages 1296-1300.
Crossref
Crossref