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1D conditional generative adversarial network for spectrum-to-spectrum translation of simulated chemical reflectance signatures

The classification of trace chemical residues through active spectroscopic sensing is challenging due to the lack of physics-based models that can accurately predict spectra. To overcome this challenge, we leveraged the field of domain adaptation to translate data from the simulated to the measured...

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Detalles Bibliográficos
Principais autores: Cara P. Murphy, John Kerekes
Formato: Artigo
Idioma:Inglês
Publicado: IM Publications Open 2021-06-01
Series:Journal of Spectral Imaging
Assuntos:
Acceso en liña:https://www.impopen.com/jsi-abstract/I10_a2
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