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The step of mode seeking is therefore succeeded by the merging step that concatenates similar clusters such that a merged output is obtained.
Fixed bug in merging step.
The merging step proceeds by looking at the confidences assigned to each point from each image.
The merging step was done with fastx_mergepairs (Code availability 6), an internal software based on the fastx library.
In addition, the merging step may affect location accuracy.
In the SPN merging step, the HFMs are used.
As we have already described in Section 2, our peak patch merging step is analogous to the segmentation step.
A chunk merging step assigns to the same segment the consecutive chunks (in time) that belong to the same cluster.
For the CC merging step, the run length smoothing algorithm (RLSA) [30] that links foreground pixels can also be employed.
This example will be recognized as three distinct entities, which can then by an entity merging step be combined to give the entire entity.
Moreover, the appropriate criterion can be adaptively chosen in the region merging step according to the characteristics of regions, which can further improve the segmentation performance.
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