Polarimetric phase retrieval: uniqueness and algorithms
Date(s) : 12/05/2023 iCal
14h30 - 15h30
Phase retrieval problems are ubiquitous in imaging applications, such as crystallography, coherent diffraction imaging or ptychography, among others. To enable the systematic use of light polarization information in such problems, we propose a novel phase retrieval model, called polarimetric phase retrieval, that leverages the physics of polarization measurement in optics.
In this talk, I will first detail the uniqueness properties of this new model by unraveling equivalencies with a peculiar polynomial factorization problem. The latter will turn out to play a critical role, both regarding uniqueness of the problem and the design of algebraic reconstruction methods based on approximate greatest common divisor computations. I will eventually highlight a computationally efficient reconstruction strategy for polarimetric phase retrieval that combines algebraic with more standard iterative approaches. Several numerical experiments on synthetic data will be presented.
[su_spacer size= »10″]
Séminaire Signal et Apprentissage[su_spacer size= »10″]
Emplacement
I2M Chateau-Gombert - CMI
Catégories
