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It is shown in this paper that the observed morphology effects are controlled by the merging stage of coalescence.
In the merging stage, a fuzzy color preserving rule-based system and a novel one-dimensional graph structure are introduced to provide accurate results with reduced computational complexity.
In the merging stage of our pipeline, we resolve such multiple mappings where possible by keeping the best choice based on several well-defined criteria.
The merging stage produces a set of modules with greatly reduced redundancy but without loss of essential information (see Table 1).
In our proposed pipeline, the label for each mapping is determined during the merging stage after considering the mappings to multiple pseudogenomes.
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.
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The Miss America sequence is initially segmented into 2 regions, one corresponding to the actor, and one correspond-ing to the background, so that the merging stages consist of simply distinguishing a single object from the background.
This also allows more accurate motion parameters to be estimated for each object, improving the performance of the trajectory-based merging stage.
For example, by reducing the number of frames used in the trajectory-based merging stage, significant improvement in execution speed may be attainable.
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).
Posttracking region merging simplifies the trajectory-based merging stage (Section 3.6).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com