most citedDynamics of the maximum marginal likelihood hyper-parameter estimation in image restoration : gradient descent vs. EM algorithm

28 citations · 28 across the 1 of their papers we have counts for

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cond-mat.dis-nn2001★ 28 cited

Dynamics of the maximum marginal likelihood hyper-parameter estimation in image restoration : gradient descent vs. EM algorithm

Jun-ichi Inoue, Kazuyuki Tanaka

Dynamical properties of image restoration and hyper-parameter estimation are investigated by means of statistical mechanics. We introduce an exactly solvable model for image restor…