JOURNAL ARTICLE

<title>Chemical cloud mapping and identification using convex cone analysis of AIRIS multispectral imaging data</title>

Agustin I. IfarraguerriChristopher M. Gittins

Year: 1999 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 3533 Pages: 114-121   Publisher: SPIE

Abstract

The US Army is currently developing a Chemical Imaging Sensor for the wide-area detection and identification of chemical warfare agents. As part of this effort, LWIR multispectral imaging data was collected with the Adaptive Infrared Imaging Spectroradiometer. Laboratory experiments were conducted using chemical agent simulants, including DMMP and DIMP at different vapor concentration levels. The resulting 14-band images were analyzed by a least squares approach as well as by Convex Cone Analysis (CCA). Both analyses demonstrate the potential of multispectral chemical imaging for wide-area standoff detection. In addition, it is shown that CCA is capable of detecting the presence of spectrally active chemical vapors and estimating their absorbance spectrum without any prior knowledge about the presence or composition of the chemical vapors.

Keywords:
Multispectral image Chemical imaging Remote sensing Absorbance Chemical species Partial least squares regression Chemical Warfare Agents Infrared Computer science Chemistry Optics Geology Physics Engineering Hyperspectral imaging Machine learning

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Topics

Spectroscopy and Chemometric Analyses
Physical Sciences →  Chemistry →  Analytical Chemistry
Remote-Sensing Image Classification
Physical Sciences →  Engineering →  Media Technology
Spectroscopy Techniques in Biomedical and Chemical Research
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Biophysics

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