<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation"^^ . "In this report, an innovative three-step contrast-source probabilistic technique is proposed for the reconstruction of image 2D-sparse dielectric profiles. Within the formulation of the inverse scattering problem, such an approach combines (i) a SVD-based step to retrieve the minimum-norm currents, (ii) a probabilistic reformulation of the inverse scattering problem in terms of the real and imaginary parts of the sparse contrast currents (iii) a multi-task BCS strategy for properly correlating the unknown variables (real and imaginary parts of contrast source coefficients). An enhanced version of the multi-task implementation that takes into account the correlations real and imaginary parts of contrast source coefficients related to different views is also investigated through a wide set of numerical experiments."^^ . "2014" . . . "University of Trento"^^ . . . . . . . . . . . . . . . . "A."^^ . "Massa"^^ . "A. Massa"^^ . . "F."^^ . "Viani"^^ . "F. Viani"^^ . . "L."^^ . "Poli"^^ . "L. Poli"^^ . . "G."^^ . "Oliveri"^^ . "G. Oliveri"^^ . . . . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation (Text)"^^ . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation.pdf"^^ . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation (Other)"^^ . . . . . . "preview.jpg"^^ . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation (Other)"^^ . . . . . . "medium.jpg"^^ . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation (Other)"^^ . . . . . . "small.jpg"^^ . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "Multi-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation (Other)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #658 \n\nMulti-task Bayesian Compressive Sensing for microwave imaging exploiting the minimum-norm current formulation\n\n" . "text/html" . . . "M CS Compressive Sensing"@en . .