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Color Restoration of RGBN Multispectral Filter Array Sensor Images Based on Spectral Decomposition
A multispectral filter array (MSFA) image sensor with red, green, blue and near-infrared (NIR) filters is useful for various imaging applications with the advantages that it obtains color information and NIR information simultaneously. Because the MSFA image sensor needs to acquire invisible band in...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4883410/ https://www.ncbi.nlm.nih.gov/pubmed/27213381 http://dx.doi.org/10.3390/s16050719 |
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author | Park, Chulhee Kang, Moon Gi |
author_facet | Park, Chulhee Kang, Moon Gi |
author_sort | Park, Chulhee |
collection | PubMed |
description | A multispectral filter array (MSFA) image sensor with red, green, blue and near-infrared (NIR) filters is useful for various imaging applications with the advantages that it obtains color information and NIR information simultaneously. Because the MSFA image sensor needs to acquire invisible band information, it is necessary to remove the IR cut-offfilter (IRCF). However, without the IRCF, the color of the image is desaturated by the interference of the additional NIR component of each RGB color channel. To overcome color degradation, a signal processing approach is required to restore natural color by removing the unwanted NIR contribution to the RGB color channels while the additional NIR information remains in the N channel. Thus, in this paper, we propose a color restoration method for an imaging system based on the MSFA image sensor with RGBN filters. To remove the unnecessary NIR component in each RGB color channel, spectral estimation and spectral decomposition are performed based on the spectral characteristics of the MSFA sensor. The proposed color restoration method estimates the spectral intensity in NIR band and recovers hue and color saturation by decomposing the visible band component and the NIR band component in each RGB color channel. The experimental results show that the proposed method effectively restores natural color and minimizes angular errors. |
format | Online Article Text |
id | pubmed-4883410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-48834102016-05-27 Color Restoration of RGBN Multispectral Filter Array Sensor Images Based on Spectral Decomposition Park, Chulhee Kang, Moon Gi Sensors (Basel) Article A multispectral filter array (MSFA) image sensor with red, green, blue and near-infrared (NIR) filters is useful for various imaging applications with the advantages that it obtains color information and NIR information simultaneously. Because the MSFA image sensor needs to acquire invisible band information, it is necessary to remove the IR cut-offfilter (IRCF). However, without the IRCF, the color of the image is desaturated by the interference of the additional NIR component of each RGB color channel. To overcome color degradation, a signal processing approach is required to restore natural color by removing the unwanted NIR contribution to the RGB color channels while the additional NIR information remains in the N channel. Thus, in this paper, we propose a color restoration method for an imaging system based on the MSFA image sensor with RGBN filters. To remove the unnecessary NIR component in each RGB color channel, spectral estimation and spectral decomposition are performed based on the spectral characteristics of the MSFA sensor. The proposed color restoration method estimates the spectral intensity in NIR band and recovers hue and color saturation by decomposing the visible band component and the NIR band component in each RGB color channel. The experimental results show that the proposed method effectively restores natural color and minimizes angular errors. MDPI 2016-05-18 /pmc/articles/PMC4883410/ /pubmed/27213381 http://dx.doi.org/10.3390/s16050719 Text en © 2016 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 Park, Chulhee Kang, Moon Gi Color Restoration of RGBN Multispectral Filter Array Sensor Images Based on Spectral Decomposition |
title | Color Restoration of RGBN Multispectral Filter Array Sensor Images Based on Spectral Decomposition |
title_full | Color Restoration of RGBN Multispectral Filter Array Sensor Images Based on Spectral Decomposition |
title_fullStr | Color Restoration of RGBN Multispectral Filter Array Sensor Images Based on Spectral Decomposition |
title_full_unstemmed | Color Restoration of RGBN Multispectral Filter Array Sensor Images Based on Spectral Decomposition |
title_short | Color Restoration of RGBN Multispectral Filter Array Sensor Images Based on Spectral Decomposition |
title_sort | color restoration of rgbn multispectral filter array sensor images based on spectral decomposition |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4883410/ https://www.ncbi.nlm.nih.gov/pubmed/27213381 http://dx.doi.org/10.3390/s16050719 |
work_keys_str_mv | AT parkchulhee colorrestorationofrgbnmultispectralfilterarraysensorimagesbasedonspectraldecomposition AT kangmoongi colorrestorationofrgbnmultispectralfilterarraysensorimagesbasedonspectraldecomposition |