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Our approach uses mutual information to avoid redundant points that result in degenerate sample sets.
An automatic recursive subdivision scheme is designed to pick out representative points and remove redundant points.
It is obvious that some redundant points are not necessary to be examined under the assumption of unimodal distortion surface.
This can effectively reduce the embedding relationship between the ratio of redundant points and the fusion point.
To avoid too many redundant points for building the interpolation model, a threshold factor is conceived to limit the number of points selected.
While in this concurrent search process, only redundant points and non-critical points are removed enabling a great reduction in SAD calculation complexity without degrading the compression quality.
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When the president announced the committee, Republican lawmakers including Representative Fred Upton of Michigan, the chairman of the House Energy and Commerce Committee, called the study redundant, pointing to research already under way by the E.P.A.
This paper provides the details of an approach developed to help engineers decide on which progressively captured point cloud data to combine in order to get more geometric information and eliminate large file sizes due to redundant point clouds.
As shown in Fig. 10, there is no redundant point among the two examined PUs; thus, none of the critical positions of the N × 2N part-1 PU, those with distances to their search center smaller than iRaster = 3, are removed.
I recommend spending some time with them talking with them, but if they become redundant, point this out, and eventually tell them you have informed them as best you can and it is time for them to move on.
This can effectively reduce the ratio of redundant light points and the embedded relationship between the light points, so as to improve the accuracy of image restoration.
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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