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Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid
In recent years, red, green, blue, and white (RGBW) color filter arrays (CFAs) have been developed to solve the problem of low-light conditions. In this paper, we propose a new color demosaicing algorithm for RGBW CFAs using a Laplacian pyramid. Because the white channel has a high correlation to th...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030703/ https://www.ncbi.nlm.nih.gov/pubmed/35458966 http://dx.doi.org/10.3390/s22082981 |
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author | Jeong, Kyeonghoon Kim, Jonghyun Kang, Moon Gi |
author_facet | Jeong, Kyeonghoon Kim, Jonghyun Kang, Moon Gi |
author_sort | Jeong, Kyeonghoon |
collection | PubMed |
description | In recent years, red, green, blue, and white (RGBW) color filter arrays (CFAs) have been developed to solve the problem of low-light conditions. In this paper, we propose a new color demosaicing algorithm for RGBW CFAs using a Laplacian pyramid. Because the white channel has a high correlation to the red, green, and blue channels, the white channel is interpolated first using each color difference channel. After we estimate the white channel, the red, green, and blue channels are interpolated using the Laplacian pyramid decomposition of the estimated white channel. Our proposed method using Laplacian pyramid restoration works with Canon-RGBW CFAs and any other periodic CFAs. The experimental results demonstrated that the proposed method shows superior performance compared with other conventional methods in terms of the color peak signal-to-noise ratio, structural similarity index measure, and average execution time. |
format | Online Article Text |
id | pubmed-9030703 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-90307032022-04-23 Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid Jeong, Kyeonghoon Kim, Jonghyun Kang, Moon Gi Sensors (Basel) Article In recent years, red, green, blue, and white (RGBW) color filter arrays (CFAs) have been developed to solve the problem of low-light conditions. In this paper, we propose a new color demosaicing algorithm for RGBW CFAs using a Laplacian pyramid. Because the white channel has a high correlation to the red, green, and blue channels, the white channel is interpolated first using each color difference channel. After we estimate the white channel, the red, green, and blue channels are interpolated using the Laplacian pyramid decomposition of the estimated white channel. Our proposed method using Laplacian pyramid restoration works with Canon-RGBW CFAs and any other periodic CFAs. The experimental results demonstrated that the proposed method shows superior performance compared with other conventional methods in terms of the color peak signal-to-noise ratio, structural similarity index measure, and average execution time. MDPI 2022-04-13 /pmc/articles/PMC9030703/ /pubmed/35458966 http://dx.doi.org/10.3390/s22082981 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Jeong, Kyeonghoon Kim, Jonghyun Kang, Moon Gi Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid |
title | Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid |
title_full | Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid |
title_fullStr | Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid |
title_full_unstemmed | Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid |
title_short | Color Demosaicing of RGBW Color Filter Array Based on Laplacian Pyramid |
title_sort | color demosaicing of rgbw color filter array based on laplacian pyramid |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030703/ https://www.ncbi.nlm.nih.gov/pubmed/35458966 http://dx.doi.org/10.3390/s22082981 |
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