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Due to the inconsistency of motion between the head and torso of the actor, the reference method's trajectory-based merging stage is unable to correctly merge all of the initially segmented regions.
The posttracking region merging stage is important for these clips since they begin the merging process, reducing the chance for error in the final trajectory-based merging stage (3). Figure 9 Frames 1, 60, 120, and 180 of the Foreman sequence (with GM).
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After the merging stage, the initial 4434 modules were condensed into 161 modules (Table 1), while the number of unique genes assigned to at least one module only decreased from 4444 to 4239.
Figure 8 also shows that the proposed method's histogram- and trajectory-based merging stages can still be effective when histograms and trajectories are taken over a relatively short period.
It is shown in this paper that the observed morphology effects are controlled by the merging stage of coalescence.
The final confidences are used in the merging stage as described above.
The trajectory-based merging stage of [1] only examines regions which are spatiotemporal neighbors.
The next stage of the initial segmentation is a histogram and motion-variance-based merging stage.
The histogram-based merging causes these regions to be merged into the background, preventing them from being incorrectly assigned to the foreground during the subsequent trajectory-based merging stage.
: Motion variance merging threshold (5), set to 2. It is used along with the histogram merging threshold during the histogram and motion-variance-based region merging stage.
Moreover, a new FIGO classification of endometrial cancer, merging stages IA and IB has been recently published.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com