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For ascertaining that, the second level of thresholds is employed.
Fig. 3 Depiction of second level of thresholds for TTSD algorithm.
Step VII: But, if NS < T1, define second level of thresholds.
Now, if NS is equal to or more than the first threshold, the CP is termed noisy; otherwise, we move to the next level of thresholds, i.e., the second level of thresholds.
Figure 3 depicts the second level of thresholds for K = 0.5 and K = 0.7 and the corresponding bands available for identifying the noisy pixels in the image.
After the second level of thresholds is applied, few more noisy pixels are segregated from the rest of pixels but still it is not known whether the remaining pixels are all noise-free.
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The results show that the ANFIS-PSO/GA model has less uncertainty in different hydraulic conditions of channels for predicting the vertical level of threshold bank profile and can predict satisfactorily the channel bank profiles.
We prefer the higher level of threshold Γ2 to avoid some unnecessary macrocell-to-femtocell handovers.
The table approach represents the tabular representation and assigns the priority on the basis of criticality level of threshold values.
We carried out an analysis of the optimality of multiplication factor K used in the second level of threshold of the proposed algorithm for TID2008 database at various noise densities.
Each level of threshold in TTSD acts as a filter to separate noisy pixels from the rest and passes only those pixels to the next levels which are not detected as noisy pixels.
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