TABLE 4.
CTC detection and enumeration on the testing set using CNN being trained via circle labels vs. box labels.
Methods | Detection | Segmentation | Enumeration | |
---|---|---|---|---|
Precision | Recall | DICE | Counting error, Ec | |
Detect CTC using circle labels | 0.80 | 0.88 | - | 0.08 |
Detect CTC using box labels | 0.98 | 0.92 | 0.85 | 0.03 |