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Design of a Dual-Mode Multispectral Filter Array

Multispectral imaging is valuable in many vision-related fields as it provides an additional modality to observe the world. Cameras equipped with multispectral filter arrays (MSFAs) are typically impractical for everyday use due to their intractable demosaicking and chromatic reproduction processes,...

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Detalles Bibliográficos
Autores principales: Ye, Zhengnan, Xu, Haisong, Huang, Yiming, Yang, Minhang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422536/
https://www.ncbi.nlm.nih.gov/pubmed/37571639
http://dx.doi.org/10.3390/s23156856
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author Ye, Zhengnan
Xu, Haisong
Huang, Yiming
Yang, Minhang
author_facet Ye, Zhengnan
Xu, Haisong
Huang, Yiming
Yang, Minhang
author_sort Ye, Zhengnan
collection PubMed
description Multispectral imaging is valuable in many vision-related fields as it provides an additional modality to observe the world. Cameras equipped with multispectral filter arrays (MSFAs) are typically impractical for everyday use due to their intractable demosaicking and chromatic reproduction processes, which restrict their applicability beyond academic research. In this work, a novel MSFA design is proposed to enable dual-mode imaging for multispectral cameras. In addition to a conventional multispectral image, the camera is also able to produce a Bayer-formed RGB image from a single shot by grouping and merging adjacent pixels in the proposed MSFA, making it suitable for scenarios where display-ready RGB images are required. Furthermore, a two-stage optimization scheme is implemented to jointly optimize objective functions for both imaging modes. The evaluation results on multiple datasets suggest that the proposed MSFA design is able to simultaneously achieve competitive spectral reconstruction accuracy compared to elaborate multispectral cameras and chromatic accuracy compared to commercial RGB cameras.
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spelling pubmed-104225362023-08-13 Design of a Dual-Mode Multispectral Filter Array Ye, Zhengnan Xu, Haisong Huang, Yiming Yang, Minhang Sensors (Basel) Article Multispectral imaging is valuable in many vision-related fields as it provides an additional modality to observe the world. Cameras equipped with multispectral filter arrays (MSFAs) are typically impractical for everyday use due to their intractable demosaicking and chromatic reproduction processes, which restrict their applicability beyond academic research. In this work, a novel MSFA design is proposed to enable dual-mode imaging for multispectral cameras. In addition to a conventional multispectral image, the camera is also able to produce a Bayer-formed RGB image from a single shot by grouping and merging adjacent pixels in the proposed MSFA, making it suitable for scenarios where display-ready RGB images are required. Furthermore, a two-stage optimization scheme is implemented to jointly optimize objective functions for both imaging modes. The evaluation results on multiple datasets suggest that the proposed MSFA design is able to simultaneously achieve competitive spectral reconstruction accuracy compared to elaborate multispectral cameras and chromatic accuracy compared to commercial RGB cameras. MDPI 2023-08-01 /pmc/articles/PMC10422536/ /pubmed/37571639 http://dx.doi.org/10.3390/s23156856 Text en © 2023 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
Ye, Zhengnan
Xu, Haisong
Huang, Yiming
Yang, Minhang
Design of a Dual-Mode Multispectral Filter Array
title Design of a Dual-Mode Multispectral Filter Array
title_full Design of a Dual-Mode Multispectral Filter Array
title_fullStr Design of a Dual-Mode Multispectral Filter Array
title_full_unstemmed Design of a Dual-Mode Multispectral Filter Array
title_short Design of a Dual-Mode Multispectral Filter Array
title_sort design of a dual-mode multispectral filter array
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422536/
https://www.ncbi.nlm.nih.gov/pubmed/37571639
http://dx.doi.org/10.3390/s23156856
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