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Low-order statistical analysis of 1-D diffuse reflectance signals from cancer cells using 2-D scalogram images

Rodriguez Rafael, Shrestha Suman, Pascone Romeo J., Lynch Kevin, Voudouri Evi, Livanos Georgios, Zervakis Michail, Deshpande Aditi, Narayan Chaya, Na Ying, Giakos George C.

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URIhttp://purl.tuc.gr/dl/dias/05808EB2-276B-4545-B56A-65663508263A-
Identifierhttps://ieeexplore.ieee.org/document/7738218/-
Identifierhttps://doi.org/10.1109/IST.2016.7738218-
Languageen-
Extent6 pagesen
TitleLow-order statistical analysis of 1-D diffuse reflectance signals from cancer cells using 2-D scalogram imagesen
CreatorRodriguez Rafaelen
CreatorShrestha Sumanen
CreatorPascone Romeo J.en
CreatorLynch Kevinen
CreatorVoudouri Evien
CreatorLivanos Georgiosen
CreatorΛιβανος Γεωργιοςel
CreatorZervakis Michailen
CreatorΖερβακης Μιχαηλel
CreatorDeshpande Aditien
CreatorNarayan Chayaen
CreatorNa Yingen
CreatorGiakos George C.en
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryThe novelty of this study is seen in the efficient characterization of cancer cells through representation of 1-D backscattered signals from cancer cells using statistical analysis on 2-D scalogram images. The proposed approach allows one to obtain a rapid and accurate visualization of the frequency components associated with the backscattered signals; while enlightening the understanding and the physics of the diffuse reflectance light waves interactions with the lung cells, by performing texture characterization and pattern recognition analysis directly on the scalograms.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2018-06-28-
Date of Publication2016-
SubjectClassifiersen
SubjectLung cancer cellsen
SubjectPattern recognitionen
SubjectPolarimetryen
SubjectScalogramen
SubjectWavelet analysisen
Bibliographic CitationR. Rodriguez, S. Shrestha, R. Pascone, K. Lynch, E. Voudouri, G. Livanos, M. Zervakis, A. Deshpande, C. Narayan, Y. Na and G. C. Giakos, "Low-order statistical analysis of 1-D diffuse reflectance signals from cancer cells using 2-D scalogram images," in IEEE International Conference on Imaging Systems and Techniques, 2016, pp. 171-176. doi: 10.1109/IST.2016.7738218 en

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