TABLE IV. Detection Accuracy for Our RBC Polygon and Point Sets for Different Tiling Strategies Using Faster R-CNN [51].
Method Evaluation Metrics |
F1-Measure 
|
Precision 
|
Recall 
|
|---|---|---|---|
| Polygon set (33 patients /165 images) | |||
| Full image |  |
 |
 |
| Non-overlapping tiles |  |
 |
 |
| Overlapping-tiles |  |
 |
 |
| Overlapping-tiles + NMS |  |
 |
 |
| RBCNet (U-Net + Faster R-CNN) |  |
 |
 |
| Point set (160 patients/ 800 images) | |||
| Full image |  |
 |
 |
| Non-overlapping tiles |  |
 |
 |
| Overlapping-tiles |  |
 |
 |
| Overlapping-tiles + NMS |  |
 |
 |
| RBCNet (U-Net + Faster R-CNN) |  |
 |
 |