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Penetrating Terahertz Hyperspectral Unmixing via Löwner-John Ellipsoid (THz HU-LJE): An Unsupervised Algorithm

研究成果: Conference contribution

1   連結會在新分頁中開啟 引文 斯高帕斯(Scopus)

摘要

We presented an unsupervised method to separate mixtures of penetrating hyperspectral THz signals, using Löwner-John ellipsoid and THz time-domain spectroscopy. Its efficacy was demonstrated in the substance system composed of chemical pellets. Compared with contemporary THz spectral unmixing methods, we blindly extracted broadband spectral signatures of pure components with significantly higher accuracy of material identification without prior knowledge/modeling of the signature.

原文English
主出版物標題2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020
發行者IEEE Computer Society
頁面839-840
頁數2
ISBN(電子)9781728166209
DOIs
出版狀態Published - 2020 11月 8
事件45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020 - Virtual, Buffalo, United States
持續時間: 2020 11月 82020 11月 13

出版系列

名字International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz
2020-November
ISSN(列印)2162-2027
ISSN(電子)2162-2035

Conference

Conference45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020
國家/地區United States
城市Virtual, Buffalo
期間20-11-0820-11-13

All Science Journal Classification (ASJC) codes

  • 能源工程與電力技術
  • 電氣與電子工程

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