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A Fiber-Optic Surface Plasmon Resonance Sensor for Bio-Detection in Visible to Near-Infrared Images

In this paper, we demonstrate a fiber-optic surface plasmon resonance (FO-SPR) biosensor based on image processing and back propagation (BP) neural network. The transmitted light of the FO-SPR sensor was captured by using visible (VIS) and near-infrared (NIR) CMOS sensors. The optical information re...

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Detalles Bibliográficos
Autores principales: Chen, Shimeng, Wu, Haojun, Song, Yongxin, Peng, Wei, Liu, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8773545/
https://www.ncbi.nlm.nih.gov/pubmed/35049638
http://dx.doi.org/10.3390/bios12010009
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author Chen, Shimeng
Wu, Haojun
Song, Yongxin
Peng, Wei
Liu, Yun
author_facet Chen, Shimeng
Wu, Haojun
Song, Yongxin
Peng, Wei
Liu, Yun
author_sort Chen, Shimeng
collection PubMed
description In this paper, we demonstrate a fiber-optic surface plasmon resonance (FO-SPR) biosensor based on image processing and back propagation (BP) neural network. The transmitted light of the FO-SPR sensor was captured by using visible (VIS) and near-infrared (NIR) CMOS sensors. The optical information related to the SPR effect was extracted from images based on grayscale conversion and an edge detection algorithm. To achieve accurate monitoring of refractive index (RI) changes, the grayscale means of the VIS and NIR images and the RGB summation of the edge-detected images were used as training and test inputs for the BP neural network. We verified the effectiveness and superiority of this sensing system by experiments on sodium chloride solution identification and protein binding detection. This work is promising for practical applications in standardized biochemical sensing.
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spelling pubmed-87735452022-01-21 A Fiber-Optic Surface Plasmon Resonance Sensor for Bio-Detection in Visible to Near-Infrared Images Chen, Shimeng Wu, Haojun Song, Yongxin Peng, Wei Liu, Yun Biosensors (Basel) Communication In this paper, we demonstrate a fiber-optic surface plasmon resonance (FO-SPR) biosensor based on image processing and back propagation (BP) neural network. The transmitted light of the FO-SPR sensor was captured by using visible (VIS) and near-infrared (NIR) CMOS sensors. The optical information related to the SPR effect was extracted from images based on grayscale conversion and an edge detection algorithm. To achieve accurate monitoring of refractive index (RI) changes, the grayscale means of the VIS and NIR images and the RGB summation of the edge-detected images were used as training and test inputs for the BP neural network. We verified the effectiveness and superiority of this sensing system by experiments on sodium chloride solution identification and protein binding detection. This work is promising for practical applications in standardized biochemical sensing. MDPI 2021-12-23 /pmc/articles/PMC8773545/ /pubmed/35049638 http://dx.doi.org/10.3390/bios12010009 Text en © 2021 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 Communication
Chen, Shimeng
Wu, Haojun
Song, Yongxin
Peng, Wei
Liu, Yun
A Fiber-Optic Surface Plasmon Resonance Sensor for Bio-Detection in Visible to Near-Infrared Images
title A Fiber-Optic Surface Plasmon Resonance Sensor for Bio-Detection in Visible to Near-Infrared Images
title_full A Fiber-Optic Surface Plasmon Resonance Sensor for Bio-Detection in Visible to Near-Infrared Images
title_fullStr A Fiber-Optic Surface Plasmon Resonance Sensor for Bio-Detection in Visible to Near-Infrared Images
title_full_unstemmed A Fiber-Optic Surface Plasmon Resonance Sensor for Bio-Detection in Visible to Near-Infrared Images
title_short A Fiber-Optic Surface Plasmon Resonance Sensor for Bio-Detection in Visible to Near-Infrared Images
title_sort fiber-optic surface plasmon resonance sensor for bio-detection in visible to near-infrared images
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8773545/
https://www.ncbi.nlm.nih.gov/pubmed/35049638
http://dx.doi.org/10.3390/bios12010009
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