Institutional Repository
Technical University of Crete
Technical University of Crete
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| URI: | http://purl.tuc.gr/dl/dias/05808EB2-276B-4545-B56A-65663508263A | ||
| Year | 2016 | ||
| Type of Item | Conference Full Paper | ||
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| Bibliographic Citation | R. 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 https://doi.org/10.1109/IST.2016.7738218 | ||
| Appears in Collections |
The 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.
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