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PLSR makes full use of the rich spectral information while being relatively insensitive to sensor noise.
It is well-known that rare earth (RE) ions can exhibit rich spectral properties [1 4].
It can produce a redundant dictionary with rich spectral and spatial information as well as high discriminative power.
Early remote sensing image segmentation methods utilize pixel-based strategies and ignore rich spectral and structure information.
The long emission lifetime and rich spectral properties of certain rare-earth [RE] ions are highly attractive in many ways.
Due to the advance of optical sensing technology, hyperspectral image (HSI) can record rich spectral and spatial information of the observed scene [1].
Similar(47)
Richer spectral features would be beneficial for the discrimination of substance especially for the resolution of quite similar SERS spectra from structural analogues [24].
We found that the SERS spectra got by the AgNPs-DMF groups held richer spectral features than those of the AgNPs-H2O groups (ROS, for example).
The SERS-active sols prepared herein presented not only richer spectral features for peak assignment which was beneficial for structural analysis and analogue discrimination but also more stable features which would improve the robustness of the TLC-SERS method.
The newly developed AgNPs were successfully applied to test several analytes including hydrophilic and hydrophobic substances with richer spectral features (more abundant peaks) and more stable intensity than aqueous AgNP sol, which was beneficial for peak assignment and substance's discrimination.
In order to provide richer spectral cues for auditory localization, the tones were convolved with white noise [32] and their intensity was modulated with a sinusoidal profile with a frequency of 50 Hz.
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