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Table 1 Performance of the algorithm for equal costs of false positives and false negatives. Compared to the method in [26] with dilation the proposed method achieves a cost reduction of 28.16%.

From: Automatic Segmentation and Inpainting of Specular Highlights for Endoscopic Imaging

Method

Cost

Accuracy [%]

Precision [%]

Sensitivity [%]

Specificity [%]

Method of Oh et al.

8070

96.83

87.76

37.27

99.25

Method of Oh et al. with Dilation

6473

97.35

86.66

53.34

99.14

Proposed Method

4650

98.33

81.29

75.31

99.28