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Skin segmentation results.
| Pixel accuracy | Intersection over union | |||||
|---|---|---|---|---|---|---|
| Model | Mean (SD) | Min | Max | Mean (SD) | Min | Max |
| Baseline methods | ||||||
| Naive Bayes | 89.5 (8.3) | 32.7 | 98.9 | 61.3 (17.4) | 4.3 | 92.9 |
| Random forests | 95.0 (4.6) | 57.7 | 99.3 | 75.9 (16.1) | 6.8 | 95.4 |
| GMMs | 93.4 (5.2) | 47.5 | 99.1 | 71.2 (14.2) | 16.8 | 94.7 |
| Proposed CNN | 98.1 (1.9) | 75.6 | 99.6 | 88.6 (7.5) | 39.0 | 97.0 |
Note. All performance values are expressed as a percentage.
Performance are evaluated on images with the presence of a subject.
