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The line is composed of 100 particles which represent depth hypothesis.
For each landmark under initialization, each particle (a feature depth hypothesis) is projected into the image, matched and its probability is re-weighted.
At subsequent time, each particle (a feature depth hypothesis) is projected into the image, matched and its probability is re-weighted.
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Furthermore, the computation cost is reduced by assuming that not all depth hypotheses are applicable for the current pixel.
Figure 10 illustrates histograms of depth values before and after compression so to confirm the use of rescaled search range of depth hypotheses.
The procedure is run iteratively and bilateral filtering is employed at each iteration to refine the cost function used for comparing the depth hypotheses.
We looked for further evidence to examine in depth this hypothesis.
It would be interesting to set up epigenetic studies to explore in depth the hypothesis that stress may indeed induce functional regulatory changes in the abovementioned candidate genes, which may per se lead to hypercortisolism and to the comorbidity of depression, T2D, and MetS.
First row: compressed color channels, second row: depth filtered with hypothesis filter using compressed color channel, third row: depth filtered with hypothesis filter using true color channel.
In the gravimetric approach to determine the Moho depth an isostatic hypothesis can be used.
The overall decrease of Ks,f with the soil depth supported the hypothesis that the macropore density decreased as a function of depth, yielding higher macropore flow variability.
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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