Sensitivity fields and parameter estimation from dielectric objects

George Barbastathis

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arXiv · 2407.02529

Sensitivity fields and parameter estimation from dielectric objects

George Barbastathis

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Abstract

The quantitative phase image formation process is posed as a problem of parameter estimation from intensity measurements. This approach is inclusive of traditional pixel-oriented imaging, where the sought parameters are the pixel values. The resulting optimization process to find the parameters is then seen to depend on the Sensitivity Field: this is the gradient of the scattered field with respect to the parameters, and it turns out to obey a scattering relationship that is analogous to that of the original scattered field. Examples are given from several regimes of scattering strength.

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George Barbastathis. 2024-07-01. Sensitivity fields and parameter estimation from dielectric objects. https://arxiv.org/abs/2407.02529

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