Robust Phase Retrieval with the Swept Approximate Message Passing (prSAMP) Algorithm

In phase retrieval, the goal is to recover a complex signal from the magnitude of its linear measurements. While many well-known algorithms guarantee deterministic recovery of the unknown signal using i.i.d. random measurement matrices, they suffer serious convergence issues for some ill-conditioned...

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Bibliographic Details
Main Authors: Boshra Rajaei, Sylvain Gigan, Florent Krzakala, Laurent Daudet
Format: Article
Language:English
Published: Image Processing On Line 2017-01-01
Series:Image Processing On Line
Online Access:http://www.ipol.im/pub/art/2017/178/