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Infrared light field imaging system free of fixed-pattern noise

Digital photonic sensors have greatly evolved to maximize sensitivity and spatial, spectral, and temporal imaging resolution. For low-energy photons, new designs have generated new types of noise that degrade the formed-image signal-to-noise ratio to values lower than 1. Fixed-pattern noise (FPN), w...

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Autores principales: Coelho, Pablo A., Tapia, Jorge E., Pérez, Francisco, Torres, Sergio N., Saavedra, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5638951/
https://www.ncbi.nlm.nih.gov/pubmed/29026212
http://dx.doi.org/10.1038/s41598-017-13595-7
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author Coelho, Pablo A.
Tapia, Jorge E.
Pérez, Francisco
Torres, Sergio N.
Saavedra, Carlos
author_facet Coelho, Pablo A.
Tapia, Jorge E.
Pérez, Francisco
Torres, Sergio N.
Saavedra, Carlos
author_sort Coelho, Pablo A.
collection PubMed
description Digital photonic sensors have greatly evolved to maximize sensitivity and spatial, spectral, and temporal imaging resolution. For low-energy photons, new designs have generated new types of noise that degrade the formed-image signal-to-noise ratio to values lower than 1. Fixed-pattern noise (FPN), which is produced by the non-uniform focal-plane-array optoelectronics response, is an ill-posed problem in infrared and hyperspectral imaging science. Here, we experimentally show that the FPN behaves as an object at a depth of infinity when a light field is captured by an imaging system. The proposed method is based on the capture of the light field of a scene and digital refocusing to any nearby objects in the scene. Unlike standard techniques for FPN reduction, our method does not require knowledge of the physical parameters of the optoelectronic transducer, the motion scene, or the presence of off-line blackbody sources. The ability of the proposed method to reduce FPN is measured by evaluating the structural similarity (SSIM) index employing a blackbody-based FPN reduction technique as a reference. This new interpretation of the FPN opens avenues to create new cameras for low-energy photons with the ability to perform denoising by digital refocusing.
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spelling pubmed-56389512017-10-18 Infrared light field imaging system free of fixed-pattern noise Coelho, Pablo A. Tapia, Jorge E. Pérez, Francisco Torres, Sergio N. Saavedra, Carlos Sci Rep Article Digital photonic sensors have greatly evolved to maximize sensitivity and spatial, spectral, and temporal imaging resolution. For low-energy photons, new designs have generated new types of noise that degrade the formed-image signal-to-noise ratio to values lower than 1. Fixed-pattern noise (FPN), which is produced by the non-uniform focal-plane-array optoelectronics response, is an ill-posed problem in infrared and hyperspectral imaging science. Here, we experimentally show that the FPN behaves as an object at a depth of infinity when a light field is captured by an imaging system. The proposed method is based on the capture of the light field of a scene and digital refocusing to any nearby objects in the scene. Unlike standard techniques for FPN reduction, our method does not require knowledge of the physical parameters of the optoelectronic transducer, the motion scene, or the presence of off-line blackbody sources. The ability of the proposed method to reduce FPN is measured by evaluating the structural similarity (SSIM) index employing a blackbody-based FPN reduction technique as a reference. This new interpretation of the FPN opens avenues to create new cameras for low-energy photons with the ability to perform denoising by digital refocusing. Nature Publishing Group UK 2017-10-12 /pmc/articles/PMC5638951/ /pubmed/29026212 http://dx.doi.org/10.1038/s41598-017-13595-7 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Coelho, Pablo A.
Tapia, Jorge E.
Pérez, Francisco
Torres, Sergio N.
Saavedra, Carlos
Infrared light field imaging system free of fixed-pattern noise
title Infrared light field imaging system free of fixed-pattern noise
title_full Infrared light field imaging system free of fixed-pattern noise
title_fullStr Infrared light field imaging system free of fixed-pattern noise
title_full_unstemmed Infrared light field imaging system free of fixed-pattern noise
title_short Infrared light field imaging system free of fixed-pattern noise
title_sort infrared light field imaging system free of fixed-pattern noise
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5638951/
https://www.ncbi.nlm.nih.gov/pubmed/29026212
http://dx.doi.org/10.1038/s41598-017-13595-7
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