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Based on appropriate decomposition level and Energy-to-Shannon entropy ratio, the optimal wavelet is selected.
Secondly, the pixel value based saliency map is designed and utilized for image fusion in different decomposition level.
A new approach based on energy scale coefficient (for each decomposition level) is used for mother wavelet selection.
In the WPTPLS by optimization, wavelet function and decomposition level were selected as Daubeches 12 and 5, respectively.
Increasing the dosage of TiO2 aqueous dispersion led to the improved ammonia decomposition level of the fibrous TiO2 photocatalysts.
The result indicated that discrete meyer wavelet (dmey) associated with its third decomposition level was very efficient for this purpose.
where Dk represents the k-th detail of the signal at decomposition level k, and A5 represents the approximate signal at the highest level (5) for 128 samples, which is usually regarded as the nonlinear trend in the signal.
Results show that db4 wavelet and 3 level are the optimum mother wavelet and decomposition level for the density logging.
The Daubechies' wavelet, DB30, at the decomposition level of 3 is verified suitable for various fatigue history editing.
In this case, by trials wavelet function, decomposition level and numbers of hidden nodes for WPTERNN method were selected as Daubechies 4, 6 and 8, respectively.
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According to the above assessment, level 4 is an ideal decomposition level.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com