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This method does show better performance than the sum rule of fusion method with equal weighing.
The outputs of the two classifiers are consolidated into a single vector of scores using the weighted sum rule of fusion.
Even though the method shows better performance in terms of recognition accuracy and the FAR than the sum rule of fusion method with equal weighting, and the method discussed in subsection 5.1.2, it shows attenuation fusion under extreme noise conditions [22].
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The comparison of the above signatures as well as the fused result using Dempster's rule of information fusion are shown in Tables 4, 5, and 6 in terms of different top n matched categories.
With the consideration of the correlations between multi-source signals and the sparse characteristics of image, this paper proposed a novel fusion rule of multi-modal image fusion scheme based on the joint sparsity model.
There are mainly two fusion rules of CSS: data fusion rule and decision fusion rule.
Protein design follows a different set of rules: the rules of gene fusion, evolution, genetics, and protein folding.
These "facts" include the many analyses contained in the first 250 pages of PP II, on auditory, visual, and tactile representations and the rules of their "fusion" (Verschmelzung).
As mentioned earlier, two main groups of fusion rules, untrained (fixed) and trained rules can be applied for classifiers fusion.
Majority of fusion rules proposed in the literature along with DS rule assume all evidences to be equally reliable and assign the same weightage during the fusion process.
So the fusion rule of these parts will adopt the absolute maximum fusion rule so that the fused image can keep rich texture information.
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