Beyond FRiM, ASAP: a family of sparse approximation for covariance matrices and preconditioners - Archive ouverte HAL
Communication Dans Un Congrès Année : 2022

Beyond FRiM, ASAP: a family of sparse approximation for covariance matrices and preconditioners

Résumé

The FRiM fractal operator belongs to a family of operators, called ASAP, defined by an ordered selection of nearest neighbors. This generalization provides means to improve upon the good properties of FRiM. We propose a fast algorithm to build an ASAP operator mimicking the fractal structure of FRiM for pupils of any size and geometry and to learn the sparse coefficients from empirical data. We empirically show the good approximation by ASAP of correlated statistics and the benefits of ASAP for solving phase restoration problems.
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Dates et versions

hal-03877241 , version 1 (27-11-2023)

Identifiants

Citer

Éric Thiébaut, Michel Tallon, Samuel Thé, Loïc Denis. Beyond FRiM, ASAP: a family of sparse approximation for covariance matrices and preconditioners. Adaptive Optics Systems VIII, Jul 2022, Montréal, Canada. pp.121852Q, ⟨10.1117/12.2630192⟩. ⟨hal-03877241⟩
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