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The idea is the use of the SigShrink-SigStretch functions for improving image contrast so as to alleviate edge detection in medical imagery.
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In the example of Figure 1B, we have the alleviating edges m1 ↔ m1, m3 ↔ m3, m4 ↔ m4, and the aggravating edges m1 ↔ m3 and m2 ↔ m4.
In addition, the edges we capture are also coherent in the sense that most interactions covered by alleviating edges have positive interaction scores and most interactions covered by aggravating edges have negative scores (Fig. 3C and D).
An edge can be of two types, alleviating (denoted in yellow in our figures) or aggravating (denoted in blue).
Two numerical solvers were adapted for periodic systems to alleviate possible edge effects.
We show through analysis and experiments that the new design, by alleviating the edge constrains, can provide significantly larger diaphragm deformation and consequently higher flow rate.
In order to avoid the staircase effect while alleviating the edge blurring, an iterative reweighted TGV based Poisson noise removal model is presented under the assumption that each pixel of noisy image follows a Poisson distribution.
2 This value of T makes Eq. (2) redundant, as it then follows from Eq. (3). 3 Halftone noise triplets are used to alleviate false text edge detection from halftone noise.
The rationale behind the proposed method is that high visual quality image restoration scheme is expected to be a blind process to filter out noise, preserve the edge, and alleviate other artifacts.
Some other revisions on the F.6 included a revised fuel tank layout, the centre fuselage tanks being replaced by new ones in the rear fuselage; the "Mod 228" wing, which has a distinctive "dogtooth" leading edge notch to alleviate the pitch-up problem; and four "wet" hardpoints, finally giving the aircraft a good ferry range.
In particular, F-RANs take full advantages of social information and edge computing to efficiently alleviate the end-to-end latency.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com