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• W2116617417 abstract "This paper proposes a non-Gaussian Markov field with a special feature: an explicit partition function. To the best of our knowledge, this is an original contribution. Moreover, the explicit expression of the partition function enables the development of an unsupervised edge-preserving convex deconvolution method. The method is fully Bayesian, and produces an estimate in the sense of the posterior mean, numerically calculated by means of a Monte-Carlo Markov chain technique. The approach is particularly effective and the computational practicability of the method is shown on a simple simulated example." @default.
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• W2116617417 date "2008-01-01" @default.
• W2116617417 modified "2023-10-13" @default.
• W2116617417 title "Unsupervised Bayesian Convex Deconvolution Based on a Field With an Explicit Partition Function" @default.
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• W2116617417 doi "https://doi.org/10.1109/tip.2007.911819" @default.
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