Optics Express · 2006 · 257 citations · 22 references
Natural SciencesChemistryMaterials ScienceAnalytical ChemistrySpectroscopic AnalysisSpectroscopyAbsorption SpectroscopyOptical SpectroscopyTerahertz PhotonicsTerahertz SpectroscopyTime-resolved SpectroscopyMinimum DistanceSpectroscopic ImagingTerahertz Absorption SpectroscopyTerahertz ImagingTerahertz Reflection SpectroscopyTerahertz Spectral AnalysisTerahertz Time-domain SpectroscopyTime-domain Terahertz Spectroscopy
We present terahertz (THz) reflective spectroscopic focal-plane imaging of four explosive and bio-chemical materials (2, 4-DNT, Theophylline, RDX and Glutamic Acid) at a standoff imaging distance of 0.4 m. The 2 dimension (2-D) nature of this technique enables a fast acquisition time and is very close to a camera-like operation, compared to the most commonly used point emission-detection and raster scanning configuration. The samples are identified by their absorption peaks extracted from the negative derivative of the reflection coefficient respect to the frequency (-dr/dv) of each pixel. Classification of the samples is achieved by using minimum distance classifier and neural network methods with a rate of accuracy above 80% and a false alarm rate below 8%. This result supports the future application of THz time-domain spectroscopy (TDS) in standoff distance sensing, imaging, and identification.
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Machine Learning, Neural and Statistical Classification
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