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High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras

Spectral filter arrays imaging exhibits a strong similarity with color filter arrays. This permits us to embed this technology in practical vision systems with little adaptation of the existing solutions. In this communication, we define an imaging pipeline that permits high dynamic range (HDR)-spec...

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Detalles Bibliográficos
Autores principales: Lapray, Pierre-Jean, Thomas, Jean-Baptiste, Gouton, Pierre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492304/
https://www.ncbi.nlm.nih.gov/pubmed/28587192
http://dx.doi.org/10.3390/s17061281
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author Lapray, Pierre-Jean
Thomas, Jean-Baptiste
Gouton, Pierre
author_facet Lapray, Pierre-Jean
Thomas, Jean-Baptiste
Gouton, Pierre
author_sort Lapray, Pierre-Jean
collection PubMed
description Spectral filter arrays imaging exhibits a strong similarity with color filter arrays. This permits us to embed this technology in practical vision systems with little adaptation of the existing solutions. In this communication, we define an imaging pipeline that permits high dynamic range (HDR)-spectral imaging, which is extended from color filter arrays. We propose an implementation of this pipeline on a prototype sensor and evaluate the quality of our implementation results on real data with objective metrics and visual examples. We demonstrate that we reduce noise, and, in particular we solve the problem of noise generated by the lack of energy balance. Data are provided to the community in an image database for further research.
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spelling pubmed-54923042017-07-03 High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras Lapray, Pierre-Jean Thomas, Jean-Baptiste Gouton, Pierre Sensors (Basel) Article Spectral filter arrays imaging exhibits a strong similarity with color filter arrays. This permits us to embed this technology in practical vision systems with little adaptation of the existing solutions. In this communication, we define an imaging pipeline that permits high dynamic range (HDR)-spectral imaging, which is extended from color filter arrays. We propose an implementation of this pipeline on a prototype sensor and evaluate the quality of our implementation results on real data with objective metrics and visual examples. We demonstrate that we reduce noise, and, in particular we solve the problem of noise generated by the lack of energy balance. Data are provided to the community in an image database for further research. MDPI 2017-06-03 /pmc/articles/PMC5492304/ /pubmed/28587192 http://dx.doi.org/10.3390/s17061281 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lapray, Pierre-Jean
Thomas, Jean-Baptiste
Gouton, Pierre
High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras
title High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras
title_full High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras
title_fullStr High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras
title_full_unstemmed High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras
title_short High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras
title_sort high dynamic range spectral imaging pipeline for multispectral filter array cameras
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492304/
https://www.ncbi.nlm.nih.gov/pubmed/28587192
http://dx.doi.org/10.3390/s17061281
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