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A simple example would be to include the standard deviation information along with the averages.
In their study [11], Guo et al. used the oriented standard deviation information of the neighbourhood in the matching step to obtain rotation invariance.
In the next experiment, the performance using our proposed method, ALBPS, which includes oriented standard deviation information for the image description has been assessed.
It is built by adding oriented standard deviation information to an ALBP descriptor in order to achieve a more complete representation of the images, and hence, it has been called adaptive local binary pattern with oriented standard deviation (ALBPS).
The subset of these that contain background signal standard deviation information were analyzed for signal detectability using SNR and signal-to-background ratio (SBR).
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All the evaluation indexes, such as standard deviation and information entropy, were significantly higher than other existing methods.
The standard deviation and information entropy of multi-light-intensity finger vein images together with the fused image by proposed method are shown in Table 1 [3].
However, the standard deviation and information entropy of the fused image is less than Figs. 2, 3, and 4, that means the gray uniformity and consistency of the fused image is better than Figs. 2, 3, and 4. For the image of Fig. 10a, its gray contrast is quite low, in which the image is nearly under exposure.
Then we apply the average brightness (MEAN) and standard deviation (SD) information to the ROC curve [ 13, 14] which visualizes the prediction rate of true positivity and false positivity.
The statistical information includes an average trend, standard deviation and correlation information.
As the number of critically wounded CF casualties was small during the study period, we only present aggregate demographic data (means ± standard deviation), as individual information may identify specific patients.
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