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The DGS procedure works in two phases: an initialization in which we build a pair of initial haplotypes and a refinement step in which haplotypes are iteratively refined.
Refined IBD achieves higher accuracy than GERMLINE because it includes a refinement step that applies a probabilistic approach rather than using only lengths of haplotype sharing.
Ullmann refinement step.
The refinement step taken by each single image defogging method is also provided in Table 1.
The comparison is also used as a final refinement step for the GMM-SAMT results.
Section 4.4 provides additional insights on the impact of the proposed refinement step.
That is, experiments are performed during the later stages as a verification or product refinement step.
The refinement step is repeated until the energy function does not decrease further.
Each method uses a dark prior, and some employ an extra refinement step with respect to depth discontinuities.
In addition, a block selection refinement step using spatial continuity along block borders is added to prevent erroneous block selection.
The results of the refinement step for Example (1) have been shown in Eq. (25) and Fig. 8.
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