Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Learning a Spatially-Variant Propagation Model for Compressive Spectral Imaging

Not Accessible

Your library or personal account may give you access

Abstract

We propose a methodology for reconstruction of compressive spectral imaging from an uncalibrated optical system, where the propagation model is learned and included as regularizer to improve the reconstruction quality.

© 2023 The Author(s)

PDF Article  |   Presentation Video
More Like This
Non-linear Propagation Model Learning for Coded Aperture Snapshot Spectral Imaging

Jessica Escobar, Jorge Bacca, and Henry Arguello
CW4B.2 Computational Optical Sensing and Imaging (COSI) 2022

Deep Learning for Compressive Spectral Imaging

Xin Miao, Xin Yuan, and Paul Wilford
M3B.3 Digital Holography and Three-Dimensional Imaging (DH) 2019

Deep Learning Model-Based for Image Reconstruction in Compressive Spectral Imaging

Yesid Fonseca, Kevin Arias, Samuel Pinilla, and Henry Arguello
JTh2A.35 3D Image Acquisition and Display: Technology, Perception and Applications (3D) 2020

Presentation Video

Presentation video access is available to:

  1. Optica Publishing Group subscribers
  2. Technical meeting attendees
  3. Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads


More Like This
Non-linear Propagation Model Learning for Coded Aperture Snapshot Spectral Imaging

Jessica Escobar, Jorge Bacca, and Henry Arguello
CW4B.2 Computational Optical Sensing and Imaging (COSI) 2022

Deep Learning for Compressive Spectral Imaging

Xin Miao, Xin Yuan, and Paul Wilford
M3B.3 Digital Holography and Three-Dimensional Imaging (DH) 2019

Deep Learning Model-Based for Image Reconstruction in Compressive Spectral Imaging

Yesid Fonseca, Kevin Arias, Samuel Pinilla, and Henry Arguello
JTh2A.35 3D Image Acquisition and Display: Technology, Perception and Applications (3D) 2020

Demonstration of a Higher-Order Discretization Model for Compressive Spectral Imaging

Hoover Rueda, Alejandro Parada, Henry Arguello, Yuehao Wu, Dennis W. Prather, and Gonzalo R. Arce
CM4C.4 Computational Optical Sensing and Imaging (COSI) 2013

Compressive Spectral Image Reconstruction by using a Deep Image Prior with a Mismatch Regularizer

Romario Gualdrón-Hurtado, Jorge Bacca, and Henry Arguello
CW4B.3 Computational Optical Sensing and Imaging (COSI) 2022

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.