Single-shot phase retrieval: a holography-driven problem in Sobolev space

03/06/2023
by   Youfa Li, et al.
0

The phase-shifting digital holography (PSDH) is a widely used approach for recovering signals by their interference (with reference waves) intensity measurements. Such measurements are traditionally from multiple shots (corresponding to multiple reference waves). However, the imaging of dynamic signals requires a single-shot PSDH approach, namely, such an approach depends only on the intensity measurements from the interference with a single reference wave. In this paper, based on the uniform admissibility of plane (or spherical) reference wave and the interference intensity-based approximation to quasi-interference intensity, the nonnegative refinable function is applied to establish the single-shot PSDH in Sobolev space. Our approach is conducted by the intensity measurements from the interference of the signal with a single reference wave. The main results imply that the approximation version from such a single-shot approach converges exponentially to the signal as the level increases. Moreover, like the transport of intensity equation (TIE), our results can be interpreted from the perspective of intensity difference.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/18/2022

Towards Practical Single-shot Phase Retrieval with Physics-Driven Deep Neural Network

Phase retrieval (PR), a long-established challenge for recovering a comp...
research
05/13/2019

Synthetic aperture imaging with intensity-only data

We consider imaging the reflectivity of scatterers from intensity-only d...
research
03/16/2021

Graphic relation between amplitude and sound intensity level

We present a simple experiment that allows us to demonstrate graphically...
research
04/19/2020

Performance bound of the intensity-based model for noisy phase retrieval

The aim of noisy phase retrieval is to estimate a signal x_0∈C^d from m ...
research
01/19/2019

Holographic Phase Retrieval and Optimal Reference Design

A general mathematical framework and recovery algorithm is presented for...
research
08/07/2022

Use of BNNM for interference wave solutions of the gBS-like equation and comparison with PINNs

In this work, the generalized broken soliton-like (gBS-like) equation is...
research
05/23/2022

SiPRNet: End-to-End Learning for Single-Shot Phase Retrieval

Traditional optimization algorithms have been developed to deal with the...

Please sign up or login with your details

Forgot password? Click here to reset