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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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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. |
format | Online Article Text |
id | pubmed-5492304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lapraypierrejean highdynamicrangespectralimagingpipelineformultispectralfilterarraycameras AT thomasjeanbaptiste highdynamicrangespectralimagingpipelineformultispectralfilterarraycameras AT goutonpierre highdynamicrangespectralimagingpipelineformultispectralfilterarraycameras |