In the graph-cut optimization, we set the configuration of 1000 times iteration.
Then the Laplacian matrix, L, is constructed in various ways depending on the approach for graph-cut optimization [23, 39].
The system then snaps this initial curve to the correct position based on a graph-cut optimization scheme that takes various surface properties into account.
The MRF smoother estimates pixel level posterior class distributions by weighted bilinear interpolation from the four nearest patch-level posteriors, builds a pixel level MRF with these data terms and simple Potts model couplings with parameter 0.7, and runs fast graph-cut optimization on the MRF to obtain the final pixel level labelings.
Finally, our proposed energy function defined in Eq. (1) can be rewritten as given in Eq. (17) and we minimize it using graph cuts optimization based on α- β swap moves [7].
Cut height optimization: ground truth clusters are used in combination with the Rand index to identify the optimal clustering cut height for each input attribute.
Cutting parameter optimization of machining processes is crucial for green manufacturing and needs to take energy consumption, cutting force and processing time into consideration.
Thus more rigorous experiments should be conducted to determine biomarker cut-off optimization and calculation of ROC curves.
For accuracy, the CRF is trained with an efficient maximum-margin method that uses cutting plane optimization over subproblems solved with the FastPD graph-cut method.
Third, in order to overcome such difficulties, a cut blasting design optimization was conducted for a 2525 m depth of rock mass.
After a brief introduction to Branch, Cut and Price optimization algorithms, the paper focuses on the system architecture, solvers and portal user interface.
