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In the Itti model, after the Gaussian pyramid model, a centre-surround difference component based on the subtraction between the different resolution images extracts the difference, thereby indicating the value in the saliency map.
The comparison between the different resolution image analyses and the laboratory measurement indicates that small pores contribute to larger porosity, smaller tortuosity, and larger surface area, but do not influence permeability significantly.
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Moreover, given the different resolution between the two modalities, a pixels-wise registration cannot be achieved.
In addition, local patches in the target low-resolution (LR) image are utilized as the training HR examples from the characteristic of self-similarities between different resolution levels in general images, and our method can perform the SR without utilizing any other HR images.
High accuracy was confirmed by validation of the non-stationary model against known solutions, and by comparison between the results obtained with different resolution in the horizontal.
This might be owing to the methodological differences between two methods: (1) Different resolution in the frequency domain: In contrast to our BESA analysis, where single-frequency bins were investigated, our sLORETA analysis was performed on frequency bands of a width of several hertz.
Whilst the precise effects of the differences between datasets at different resolutions are difficult to predict, the risk exists that decisions based on more generic analyses at a lower resolution are likely to be less effective at a local level.
Tetrahedra should not be too irregular, and between regions in the domain with much different resolution, the size of the elements should not grow too fast.
As we mentioned in Section 2.4, for two histograms using the same partitioning method, the similarity between these two histograms at different resolution levels will obey the inequality described in (4).
Table 9 tabulates comparison of the average number of bins at different resolution levels between the nonuniform (quadtree-based) partitioning method and the uniform partition method.
Consistent mapping between different resolutions is performed by the means of sequences of restriction and prolongation operators.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com