Table 2 Performance of the algorithm for doubled costs of false negatives. Compared to the method in [26] with dilation the proposed method achieves a cost reduction of 31.03%.
From: Automatic Segmentation and Inpainting of Specular Highlights for Endoscopic Imaging
Method | Cost | Accuracy [%] | Precision [%] | Sensitivity [%] | Specificity [%] |
|---|---|---|---|---|---|
Method of Oh et al. | 15400 | 96.70 | 86.15 | 39.94 | 99.01 |
Method of Oh et al. with Dilation | 10271 | 97.05 | 68.85 | 69.09 | 98.13 |
Proposed Method | 7084 | 97.90 | 70.23 | 83.78 | 98.51 |