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Phase retrieval for imaging problems

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arxiv 1304.7735 v2 pith:MYT3MPYW submitted 2013-04-29 math.OC

classification math.OC
keywords imagingproblemsphaseretrievalalgorithmsassumptionsconvergenceconvex
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We study convex relaxation algorithms for phase retrieval on imaging problems. We show that structural assumptions on the signal and the observations, such as sparsity, smoothness or positivity, can be exploited to both speed-up convergence and improve recovery performance. We detail experimental results in molecular imaging problems simulated from PDB data.

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