An overview of advances in signal processing techniques for classical and quantum wideband synthetic apertures

P Vouras, KV Mishra, A Artusio-Glimpse… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Rapid developments in synthetic aperture (SA) systems, which generate a larger aperture
with greater angular resolution than is inherently possible from the physical dimensions of a …

Improved imaging by invex regularizers with global optima guarantees

S Pinilla, T Mu, N Bourne… - Advances in Neural …, 2022 - proceedings.neurips.cc
Image reconstruction enhanced by regularizers, eg, to enforce sparsity, low rank or
smoothness priors on images, has many successful applications in vision tasks such as …

Unfolding-aided bootstrapped phase retrieval in optical imaging: Explainable AI reveals new imaging frontiers

S Pinilla, KV Mishra, I Shevkunov… - IEEE Signal …, 2023 - ieeexplore.ieee.org
Phase retrieval in optical imaging refers to the recovery of a complex signal from phaseless
data acquired in the form of its diffraction patterns. These patterns are acquired through a …

Iterative phase retrieval with a sensor mask

L Song, EY Lam - Optics Express, 2022 - opg.optica.org
As an important inverse imaging problem in diffraction optics, Fourier phase retrieval aims at
estimating the latent image of the target object only from the magnitude of its Fourier …

Learning spectral initialization for phase retrieval via deep neural networks

D Morales, A Jerez, H Arguello - Applied Optics, 2022 - opg.optica.org
Phase retrieval (PR) arises from the lack of phase information in the measures recorded by
optical sensors. Phase masks that modulate the optical field and reduce ambiguities in the …

Phase retrieval for arbitrary complex-valued objects using structured illumination

AV Kuzmenko, OM Butok - Optics Express, 2023 - opg.optica.org
A method to solve of the phase retrieval problem in a non-convex formulation for complex-
valued objects with a support constraint is proposed. It is shown that two coded diffraction …

Fast target detection via template matching in compressive phase retrieval

A Jerez, S Pinilla, H Arguello - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Template matching (TM) is a common methodology for target detection (TD) which allows
detecting a target based on cross-correlation analysis between a reference pattern and the …

Deep Unrolled Single Snapshot Phase Retrieval via Non-Convex Formulation and Phase Mask Design

A Jerez, J Estupiñán, J Bacca… - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
Phase retrieval (PR) consists of recovering the phase information from captured intensity
measurements, known as coded diffraction patterns (CDPs). Non-convex algorithms for …

[HTML][HTML] ADMM and spectral proximity operators in hyperspectral broadband phase retrieval for quantitative phase imaging

V Katkovnik, I Shevkunov, K Egiazarian - Signal Processing, 2023 - Elsevier
The hyperspectral broadband phase retrieval is developed for a scenario where both object
and modulation phase masks are spectrally varying. The proposed iterative algorithm is …

Unfolding-aided bootstrapped phase retrieval in optical imaging

S Pinilla, KV Mishra, I Shevkunov, M Soltanalian… - arxiv preprint arxiv …, 2022 - arxiv.org
Phase retrieval in optical imaging refers to the recovery of a complex signal from phaseless
data acquired in the form of its diffraction patterns. These patterns are acquired through a …