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The main difference between our approach and the approach existing in the literature lies in the fact that the normalized data set is less negatively correlated (see Results section).
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The experimental results produced for FERET face database with 600 frontal face images corresponding to 200 subjects quantifies the performance of the classifier and contrast it with some other approaches existing in the literature.
There are only few approaches existing in the literature exploiting gradient-based motion estimation methods in DSP platforms as the one proposed by Shirai et al. [16] in early 1990s, implementing the classical method of Horn-Schunck algorithm [17] using many boards with a TMS320C40 DSP each.
Through an analysis of the approaches existing in the literature, we reviewed the common characteristics of ML-based VQA, showing how these methods can achieve comparable if not better performance than traditional methods and pointing out the issues that can expose the reliability of these systems.
In doing so, we aim to inform future studies of temperature and mortality and also to enable comparison of various approaches existing in the literature.
We approached existing clinical contacts to participate in the study and/or to nominate others who might be interested.
Numerical experiments are designed to compare the results between the proposed approach and existing approaches in hard and weak heterogeneous cases to estimate the validity of this approach.
We conclude comparing the advantages of our approach with other ones existing in literature.
Computational results indicate the superiority of our approach over existing approaches in the literature.
The statistical analysis of the results indicates that the proposed approach outperforms existing approaches in terms of modularization quality (MQ), coupling, cohesion, and Inverted Generational Distance (IGD).
It implies the robustness of our approach dealing with degradation factors existing in many of the UBIRIS iris images.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com