Object Detection in Ground-Penetrating Radar Images Using a Deep Convolutional Neural Network and Image Set Preparation by Migration

Table 2

Accuracy of the deep CNN depending on the window size of the convolutional layer.

The window size	Accuracy	True Positive Ratio (TPR)	True Negative Ratio (TNR)
3×3	0.928	0.789	0.941
5×5	0.945	0.794	0.959
11×11	0.945	0.828	0.956
15×15	0.949	0.799	0.963
20×20	0.947	0.801	0.961