Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging

R Gualdrón-Hurtado, H Arguello… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Coded aperture snapshot spectral imager (CASSI), efficiently captures 3D spectral images
by sensing 2D projections of the scene. While CASSI offers a substantial reduction in …

Learning to reconstruct signals with inexact sensing operator via knowledge distillation

R Jacome, L Suarez, R Gualdrón-Hurtado… - arXiv preprint arXiv …, 2025 - arxiv.org
In computational optical imaging and wireless communications, signals are acquired
through linear coded and noisy projections, which are recovered through computational …

All-fiber laser self-mixing interferometry for signal enhancement with phase-shifted fiber Bragg grating

Z Xie, J Li, D Guo, W Xia, H Yan, M Wang - Optics & Laser Technology, 2024 - Elsevier
In this paper, phase-shifted fiber Bragg grating (PSFBG) is introduced in an all-fiber laser
self-mixing interferometry (SMI) for signal enhancement. PSFBG is used as an optical filter to …

Plug-And-Play Algorithm Coupled with Low-Rank Quadratic Envelope Regularization for Compressive Spectral Imaging

J Bacca, M Carlsson, B Monroy… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
This paper introduces a plug-and-play algorithm for enhancing compressive spectral
imaging (CSI) through the integration of both a quadratic envelope (QE) regularizer and a …

ReDIP: Rethinking Deep Image Prior for Compressive Spectral Imaging Calibration

E Martinez, J Bacca, T Gelvez-Barrera… - 2023 31st European …, 2023 - ieeexplore.ieee.org
Learning-based reconstruction methods have shown state-of-the-art (SOTA) performance for
compressive spectral imaging (CSI). However, the training setup dependence causes slight …

Mismatch Correction for End-to-End Designed Phase-Encoded-Based Spectral Imaging System

S Urrea, P Gomez, K Fonseca, H Garcia… - 2024 32nd European …, 2024 - ieeexplore.ieee.org
Hyperspectral imaging provides important information about the composition of materials as
a function of wavelength, which is useful for various computer vision tasks. Currently, to …

Latin America Optics and Photonics 2022: introduction to the feature issue

ASL Gomes, ET de Souza, DM Zezell - Applied Optics, 2023 - opg.optica.org
The 2022 Latin America Optics and Photonics Conference (LAOP 2022), the major
international conference sponsored by Optica in Latin America, returned to Recife …