JOURNAL ARTICLE

Semi-Automated Detection of Trace Explosives in Fingerprints on Strongly Interfering Surfaces with Raman Chemical Imaging

Abstract

We have previously demonstrated the use of wide-field Raman chemical imaging (RCI) to detect and identify the presence of trace explosives in contaminated fingerprints. In this current work we demonstrate the detection of trace explosives in contaminated fingerprints on strongly Raman scattering surfaces such as plastics and painted metals using an automated background subtraction routine. We demonstrate the use of partial least squares subtraction to minimize the interfering surface spectral signatures, allowing the detection and identification of explosive materials in the corrected Raman images. The resulting analyses are then visually superimposed on the corresponding bright field images to physically locate traces of explosives. Additionally, we attempt to address the question of whether a complete RCI of a fingerprint is required for trace explosive detection or whether a simple non-imaging Raman spectrum is sufficient. This investigation further demonstrates the ability to nondestructively identify explosives on fingerprints present on commonly found surfaces such that the fingerprint remains intact for further biometric analysis.

Keywords:
Explosive material Fingerprint (computing) Raman spectroscopy Subtraction Background subtraction Chemical imaging Raman scattering TRACE (psycholinguistics) Spectral signature Chemistry Analytical Chemistry (journal) Hyperspectral imaging Artificial intelligence Optics Computer science Remote sensing Geology Physics Chromatography

Metrics

61
Cited By
12.13
FWCI (Field Weighted Citation Impact)
33
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Forensic Fingerprint Detection Methods
Social Sciences →  Social Sciences →  Safety Research
Spectroscopy Techniques in Biomedical and Chemical Research
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Biophysics
Forensic and Genetic Research
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Genetics

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