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Constrained [Formula: see text] Minimization for Enhanced Exploitation of Gradient Sparsity: Application to CT Image Reconstruction

Exploiting sparsity in the image gradient magnitude has proved to be an effective means for reducing the sampling rate in the projection view angle in computed tomography (CT). Most of the image reconstruction algorithms, developed for this purpose, solve a nonsmooth convex optimization problem invo...

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Detalles Bibliográficos
Autores principales: Sidky, Emil Y., Chartrand, Rick, Boone, John M., Pan, Xiaochuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IEEE 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4228801/
https://www.ncbi.nlm.nih.gov/pubmed/25401059
http://dx.doi.org/10.1109/JTEHM.2014.2300862