most citedUnsupervised bayesian convex deconvolution based on a field with an explicit partition function

26 citations · 27 across the 3 of their papers we have counts for

collaborators

3 papers

stat.CO2011★ 1 cited

Efficient sampling of high-dimensional Gaussian fields: the non-stationary / non-sparse case

F. Orieux, O. Féron, J. -F. Giovannelli

This paper is devoted to the problem of sampling Gaussian fields in high dimension. Solutions exist for two specific structures of inverse covariance : sparse and circulant. The pr…

stat.AP2009

Point target detection and subpixel position estimation in optical imagery

Vincent Samson, Frédéric Champagnat, Jean-François Giovannelli

This paper addresses the issue of detecting point objects in a clutter background and estimating their position by image processing. We are interested in the specific context where…

stat.ME2009★ 26 cited

Unsupervised bayesian convex deconvolution based on a field with an explicit partition function

Jean-Francois Giovannelli

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, th…