Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > pcAOP > 2023 > PTu3F > PTu3F.4

Deep Learning Estimation of Modified Zernike Coefficients from Multispectral Imagery in Turbulence

Abu Bucker Siddik, Steven Sandoval, David Voelz, Laura E Boucheron, and Luis Varela

Not Accessible

Your library or personal account may give you access

Abstract

We demonstrate that the performance of a deep learning model to estimate modified Zernike coefficients of pupil aberrations from short exposure turbulence-degraded images can be significantly improved with the use of multispectral images.

© 2023 The Author(s)

PDF Article  |   Presentation Video
More Like This
Conditional Neural Network for Degraded Image Generation through Atmospheric Turbulence

Abu Bucker Siddik, Steven Sandoval, David Voelz, Laura E Boucheron, and Luis Varela
PTu3F.3 Propagation Through and Characterization of Atmospheric and Oceanic Phenomena (pcAOP) 2023

Deep-optics-based Snapshot Multispectral Microscopy for ACA Correction

Claudia V. Correa, Miguel Marquez, Carlos Hinojosa, Henry Arguello, and Pablo Meza
JM1B.1 Computational Optical Sensing and Imaging (COSI) 2023

Background estimation in multispectral imagery

James Theiler and Amanda Ziemann
HW6B.1 Hyperspectral Imaging and Sounding of the Environment (HISE) 2019

View More...

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
Conditional Neural Network for Degraded Image Generation through Atmospheric Turbulence

Abu Bucker Siddik, Steven Sandoval, David Voelz, Laura E Boucheron, and Luis Varela
PTu3F.3 Propagation Through and Characterization of Atmospheric and Oceanic Phenomena (pcAOP) 2023

Deep-optics-based Snapshot Multispectral Microscopy for ACA Correction

Claudia V. Correa, Miguel Marquez, Carlos Hinojosa, Henry Arguello, and Pablo Meza
JM1B.1 Computational Optical Sensing and Imaging (COSI) 2023

Background estimation in multispectral imagery

James Theiler and Amanda Ziemann
HW6B.1 Hyperspectral Imaging and Sounding of the Environment (HISE) 2019

View More...
Estimation of turbulence strength directly from target images

Szymon Gladysz
JW1A.4 Adaptive Optics: Methods, Analysis and Applications (AO) 2013

Machine Learning Methods for the Analysis of Turbulence- and Extinction-Degraded Imagery

C. N. Reinhardt, D. T. Wayne, K. M McBryde, and A. K. Ascencio
IM4C.4 Imaging Systems and Applications (IS) 2014

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