DocumentCode :
705151
Title :
An improved classification scheme for standoff detection of explosives via Raman spectroscopy
Author :
Butt, Naveed R. ; Nilsson, Mikael ; Jakobsson, Andreas ; Pettersson, Anna ; Wallin, Sara ; Oestmark, Henne
Author_Institution :
Center for Math. Sci., Lund Univ., Lund, Sweden
fYear :
2010
fDate :
23-27 Aug. 2010
Firstpage :
1846
Lastpage :
1850
Abstract :
Raman spectroscopy is a laser-based vibrational technique that can provide spectral signatures unique to a multitude of compounds. The technique is gaining widespread interest as a method for detecting hidden explosives due to its sensitivity and ease of use. In this work, we present a computationally efficient classification scheme for accurate standoff identification of several common explosives using visible-range Raman spectroscopy. Using real measurements, we evaluate and modify a recent correlation-based approach to classify Raman spectra from various both harmful and commonplace substances. The results show that the proposed approach can, at a distance of 30 meters, or more, successfully classify measured Raman spectra from several explosive substances, including Nitromethane, TNT, DNT, Hydrogen Peroxide, TATP and Ammonium Nitrate.
Keywords :
Raman spectroscopy; explosive detection; vibrations; classification scheme; hidden explosives; laser-based vibrational technique; spectral signatures; standoff detection; visible-range Raman spectroscopy; Chemical lasers; Correlation; Databases; Explosives; Raman scattering; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg
ISSN :
2219-5491
Type :
conf
Filename :
7096424
Link To Document :
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