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Adaptive spectral window sizes for extraction of diagnostic features from optical spectra

We present an approach to adaptively adjust the spectral window sizes for optical spectra feature extraction. Previous studies extracted features from spectral windows of a fixed width. In our algorithm, piecewise linear regression is used to adaptively adjust the window sizes to find the maximum wi...

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Detalhes bibliográficos
Main Authors: Kan, Chih-wen, Lee, Andy Y., Nieman, Linda T., Sokolov, Konstantin, Markey, Mia K.
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3188638/
https://ncbi.nlm.nih.gov/pubmed/20799843
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.3481143
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