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Figure 7 c shows an example of the conspicuous regions.
Since the almost conspicuous regions are not from the periodic pattern but from the edge components in the images, the conspicuous regions disturb the detecting process.
Because the conspicuous regions have high energy irrespective of the periodicity, conspicuous regions in the second-order differential signal may lower the performance of resampling detector.
Moreover, the weak periodicity is hidden by conspicuous regions in the second-order differentiation.
The conspicuous regions are the regions which have high energy in the second-order differentiation.
Moreover, the detection performance is highly dependent on each image because the conspicuous regions are unique properties for each image.
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c A conspicuous region.
Fig. 6 The entire process of the proposed method Fig. 7 An example of conspicuous region.
d A map filtered by CRF process Fig. 8 The flowchart of the CRF process Fig. 9 The examples of conspicuous region-filtered images.
Finally, the values in the differentiation map over the threshold value are set into 0. Figure 8 shows the flow of the CRF. Figure 9 shows some examples of conspicuous region-filtered images.
Figure (a), (c), (e), and (g) shows original images and Fig. (b), (d), (f), and (h) shows the corresponding conspicuous region-filtered images Fig. 10 Two pairs of testing image.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com