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

Authors :
Shimeng Chen
Haojun Wu
Yongxin Song
Wei Peng
Yun Liu
Source :
Biosensors, Vol 12, Iss 1, p 9 (2021)
Publication Year :
2021
Publisher :
MDPI AG, 2021.

Abstract

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.

Details

Language :
English
ISSN :
20796374
Volume :
12
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Biosensors
Publication Type :
Academic Journal
Accession number :
edsdoj.2b0e37d1af4e4567a9941ca7aaecd6b9
Document Type :
article
Full Text :
https://doi.org/10.3390/bios12010009