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Two Wavelet-based Algorithms for Chemical Recognition Using Transmission Terahertz Spectral Imaging Through Turbid Media
- Source :
- 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz).
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- Dielectric heterogeneity in addition to wavelength-scale air voids and granular particles lead to significant electromagnetic scattering in the transmission-mode THz-TDS. These scattering processes result in the distorted or obscured resonant signatures, a frequency-dependent extinction loss, and the appearance of anomalous spectral artifacts, imposing severe challenges on the real-world automatic material characterization schemes. In this work, we use a combination of the wavelet multiresolution analysis, the principal component analysis, and the bimodality coefficient to simultaneously identify all the resonant frequencies of a heterogeneous sample embedded beneath a highly scattering turbid medium.
Details
- Database :
- OpenAIRE
- Journal :
- 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz)
- Accession number :
- edsair.doi...........3f7cba67393409474f0ab0576c9abbf5
- Full Text :
- https://doi.org/10.1109/irmmw-thz46771.2020.9370625