Introduction to Bayesian image analysis

Introduction to Bayesian image analysis (1993)

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by K. M. Hanson

Venue:	in Medical Imaging: Image Processing
Citations:	14 - 6 self

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@INPROCEEDINGS{Hanson93introductionto,
    author = {K. M. Hanson},
    title = {Introduction to Bayesian image analysis},
    booktitle = {in Medical Imaging: Image Processing},
    year = {1993},
    pages = {716--731}
}

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3011	Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images - Geman, Geman - 1984
917	Statistical decision theory and Bayesian analysis - Berger - 1985
417	Bayesian interpolation - MacKay - 1992
352	H: Theory of probability - Jeffreys - 1961
325	Bayesian Inference in Statistical Analysis - Box, Tiao - 1973
199	Modulation Theory, Part I - Detection - 1968
120	Probability, frequency and reasonable expectation - Cox - 1946
96	Bayesian spectrum analysis and parameter estimation (Berlin: Springer) BUGS 1996 http://www.mrc-bsu.cam.ac.uk/bugs/welcome.shtml Buck B and Macauly V A eds 1991 Maximum Entropy in action, (Oxford: Oxford University Press) Ciuchini M et al 2001 2000 CKM-Tr - Bretthorst - 1988
71	Bayesian inductive inference and maximum entropy - GULL - 1988
68	The Axioms of Maximum Entropy - Skilling - 1988
33	Stopping rule for the MLE algorithm based on statistical hypothesis testing - Veklerov, Llacer - 1987
32	Bayesian reconstruction based on flexible prior models - Hanson - 1993
29	Bayesian methods in nonlinear digital image restoration - Hunt - 1977
26	Bayesian Approach to Limited-Angle Reconstruction in Computed Tomography - HANSON, WECHSUNG - 1983
23	Maximum entropy image reconstruction: general algorithm - Skilling, Bryan - 1984
21	Physically-based and probabilistic models for computer vision - Szeliski, Terzopoulos - 1991
20	Incorporation of anatomical MR data for improved functional imaging with - Leahy, Yan - 1991
18	Bayesian and related methods in image reconstruction from incomplete data - Hanson - 1987
16	Probabilistic displays - Skilling, Robinson, et al. - 1991
12	Probabilistic modeling of surfaces - Szeliski - 1991
10	Introduction to Statistical Inference - Kiefer - 1987
7	A Bayesian approach to nonlinear inversion: Abel inversion from x-ray attenuation data - Hanson
7	Flexible prior models in Bayesian image analysis - Hanson - 1993
7	Task performance on constrained reconstructions: Human observers compared with suboptimal Bayesian performance - Wagner, Myers, et al. - 1652
5	Bayesian methods: an introductory tutorial. In - Jaynes - 1986
4	Estimation Theory with Applications to Communications and - Sage, Melsa - 1971
4	Object detection and amplitude estimation based on maximum a posteriori reconstructions - Hanson - 1990
4	Optimization for object localization of the constrained algebraic reconstruction technique - Hanson - 1989
4	Optimization of the constrained algebraic reconstruction technique for a variety of visual tasks - Hanson - 1990
4	Binary task performance on images reconstructed using memsys 3: comparison of machine and human observers - Myers, Wagner, et al. - 1992
4	Rayleigh task performance in tomographic reconstructions: comparison of human and machine performance. to be published - Wagner, Myers, et al. - 1993
3	Task performance based on the posterior probability of maximum-entropy reconstructions with MEMSYS 3 - Myers, Hanson - 1991
1	Probability, Statistical Optics, and Data Testing: AProblem Solving Approach - Frieden - 1983
1	Developments in maximum-entropydata analysis - Gull - 1989
1	Tomographic reconstruction of axiallysymmetric objects from a single radiograph - Hanson - 1984
1	Method to evaluate image-recoveryalgorithms based on task performance - Hanson - 1990
1	Bayesian computing: CLOUDS - Skilling - 1993
1	Simultaneous object estimation and image reconstruction in a Bayesian setting - Hanson - 1991
1	Making binarydecisions based on the posterior probabilitydistribution associated with tomographic reconstructions - Hanson - 1992
1	Improvement of medical images using Bayesian processing - Chen, Ouyang, et al. - 1652
1	Reconstruction of PET images by Bayesian data augmentation and Gibbs priors – Part II: Incoporation of prior boundaryinformation. submitted to - Ouyang, Wong, et al. - 1993