Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Metric</td><td class="align_center">5-Fold cross validation</td><td class="align_center">Original training manner</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left"><i>Q</i><sub>MI</sub></td><td class="align_center">0.6135</td><td class="align_center">0.6362</td></tr><tr><td class="align_left"><i>Q</i><sub>P</sub></td><td class="align_center">0.6678</td><td class="align_center">0.7098</td></tr><tr><td class="align_left"><i>Q</i><sub>Y</sub></td><td class="align_center">0.8634</td><td class="align_center">0.8925</td></tr><tr><td class="align_left"><i>Q</i><sub>CB</sub></td><td class="align_center">0.4819</td><td class="align_center">0.4908</td></tr><tr><td class="align_left">VIF</td><td class="align_center">0.8355</td><td class="align_center">0.8682</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Objective evaluation results for the verification of the overfitting problem.</div>

Computational and Mathematical Methods in Medicine

tab3

Table 3

Table 3: Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks 