We used the same initial guess for all algorithms for fairness.
For GrabCut, we use the same initial curve for fair comparison.
AAPSA was validated with Change Detection 2014 and BMC databases by using the same initial model parameters on both databases demonstrating its robustness with different and complicated scenarios.
Once initial frame length synchronization is completed, then each node carries out the MSA process using the same initial frame length Linit.
To facilitate direct comparison of the methods, we use the same initial approximations as in the case of the spectral homotopy analysis method of Yang and Liao [12]: (4.4).
We performed two sets of simulations using the same initial and lateral boundary conditions, but with different SST conditions, from June to August for 1982 2012.
A different number N of maps are considered, using the same initial and final conditions, but under-sampling by different factors.
Since both methods use the same initial reconstruction, any difference is solely coming from different underlying mechanism in their flux evaluation.
The four runs (Case 1) illustrated were all conducted using the same initial population, i.e., the trends all begin with the optimum for an initial random sample population at the left side of the graph.
However, since we have used the same initial approximations as Yang and Liao [12], the graphical results suggest that the SLM converges much more rapidly than both the HAM and SHAM.
