Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications

Hyperspectral imaging allows the intensity of narrow and adjacent spectral bands over a large spectral range to be recorded, giving rich spectral information for each pixel in the imaged region. The spectral characteristics of each point in the imaged region can thus be detected, which is useful for...

Full description

Saved in:
Bibliographic Details
Main Authors: Lim, Hoong-Ta, Murukeshan, Vadakke Matham
Other Authors: Asundi, Anand K.
Format: Conference or Workshop Item
Language:English
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/10356/88743
http://hdl.handle.net/10220/46967
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-88743
record_format dspace
spelling sg-ntu-dr.10356-887432023-03-04T17:08:14Z Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications Lim, Hoong-Ta Murukeshan, Vadakke Matham Asundi, Anand K. Fu, Yu School of Mechanical and Aerospace Engineering Proceedings of SPIE - International Conference on Optical and Photonic Engineering (icOPEN2015) Centre for Optical and Laser Engineering Hyperspectral Imaging DRNTU::Engineering::Mechanical engineering Spectroscopy Hyperspectral imaging allows the intensity of narrow and adjacent spectral bands over a large spectral range to be recorded, giving rich spectral information for each pixel in the imaged region. The spectral characteristics of each point in the imaged region can thus be detected, which is useful for quantification and classification. Hyperspectral imaging has been used in many applications such as remote sensing, quality assessment of agro-food products, biomedical imaging and document counterfeit application. This paper presents a pushbroom spatial-scanning imager, which gives a higher spectral resolution over a broad spectral range. Although a spatial-scanning imager may be slower due to the need to perform mechanical scanning, such a high spectral resolution is especially important in applications where the capability to perform classification is much more important than speed. The application of this system is demonstrated for currency counterfeit detection applications. The high spectral resolution of a pushbroom imager is able to capture fine spectral details of the samples used in this research, providing important information required for classification. Using this technique, the reflectance is acquired from specific regions of a genuine and counterfeit note. The spectra of the same region from both notes are then compared to distinguish and delineate the differences between them. The spectrum acquired from a genuine note can then be used as a reference from which future comparison can be based upon for identifying currency counterfeit and related relevant applications. Published version 2018-12-14T03:16:16Z 2019-12-06T17:10:01Z 2018-12-14T03:16:16Z 2019-12-06T17:10:01Z 2015 Conference Paper Lim, H.-T., & Murukeshan, V. M. (2015). Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications. Proceedings of SPIE - International Conference on Optical and Photonic Engineering (icOPEN2015), 9524, 95242I-. doi:10.1117/12.2189699 https://hdl.handle.net/10356/88743 http://hdl.handle.net/10220/46967 10.1117/12.2189699 en © 2015 Society of Photo-optical Instrumentation Engineers (SPIE). This paper was published in Proceedings of SPIE - International Conference on Optical and Photonic Engineering (icOPEN2015) and is made available as an electronic reprint (preprint) with permission of Society of Photo-optical Instrumentation Engineers (SPIE). The published version is available at: [http://dx.doi.org/10.1117/12.2189699]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. 7 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Hyperspectral Imaging
DRNTU::Engineering::Mechanical engineering
Spectroscopy
spellingShingle Hyperspectral Imaging
DRNTU::Engineering::Mechanical engineering
Spectroscopy
Lim, Hoong-Ta
Murukeshan, Vadakke Matham
Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications
description Hyperspectral imaging allows the intensity of narrow and adjacent spectral bands over a large spectral range to be recorded, giving rich spectral information for each pixel in the imaged region. The spectral characteristics of each point in the imaged region can thus be detected, which is useful for quantification and classification. Hyperspectral imaging has been used in many applications such as remote sensing, quality assessment of agro-food products, biomedical imaging and document counterfeit application. This paper presents a pushbroom spatial-scanning imager, which gives a higher spectral resolution over a broad spectral range. Although a spatial-scanning imager may be slower due to the need to perform mechanical scanning, such a high spectral resolution is especially important in applications where the capability to perform classification is much more important than speed. The application of this system is demonstrated for currency counterfeit detection applications. The high spectral resolution of a pushbroom imager is able to capture fine spectral details of the samples used in this research, providing important information required for classification. Using this technique, the reflectance is acquired from specific regions of a genuine and counterfeit note. The spectra of the same region from both notes are then compared to distinguish and delineate the differences between them. The spectrum acquired from a genuine note can then be used as a reference from which future comparison can be based upon for identifying currency counterfeit and related relevant applications.
author2 Asundi, Anand K.
author_facet Asundi, Anand K.
Lim, Hoong-Ta
Murukeshan, Vadakke Matham
format Conference or Workshop Item
author Lim, Hoong-Ta
Murukeshan, Vadakke Matham
author_sort Lim, Hoong-Ta
title Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications
title_short Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications
title_full Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications
title_fullStr Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications
title_full_unstemmed Instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications
title_sort instrumentation challenges of a pushbroom hyperspectral imaging system for currency counterfeit applications
publishDate 2018
url https://hdl.handle.net/10356/88743
http://hdl.handle.net/10220/46967
_version_ 1759858115737550848