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03/15/2021
Lasry-Lions Envelopes and Nonconvex Optimization: A Homotopy Approach
In large-scale optimization, the presence of nonsmooth and nonconvex ter...
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06/12/2018
An Extension of Averaged-Operator-Based Algorithms
Many of the algorithms used to solve minimization problems with sparsity...
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02/03/2016
A Framework for Fast Image Deconvolution with Incomplete Observations
In image deconvolution problems, the diagonalization of the underlying o...
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04/17/2015
Hyperspectral pansharpening: a review
Pansharpening aims at fusing a panchromatic image with a multispectral o...
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11/14/2014
A convex formulation for hyperspectral image superresolution via subspace-based regularization
Hyperspectral remote sensing images (HSIs) usually have high spectral re...
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03/31/2014