Table 8 Average processing times for a 512 × 512 image
Method | Time (ms) |
|---|---|
Global Bayesian classifier [16] | 5.2 |
Global model in ESS [14] | 4.8 |
Chen’s global model [15] | 0.8 |
Wavelet-based hybrid detector [61] | 4,952.5 |
Face-based adaptation in ESS [40] | 24.1 |
Spatial analysis using RP [59] | 92.9 |
Spatial analysis using DSPF [9] | 361.1 |
Face-based adaptive seeds [11] | 130.5 |
Proposed method (RP-based) | 232.9 |
Skin detection using global model | 5.29 |
Skin seeds initialization | 56.34 |
Expansion of the seeds | 77.97 |
Adaptation of the seeds | 19.49 |
Final spatial analysis | 73.81 |
Proposed method (DSPF-based) | 548.2 |
Skin detection using global model | 5.34 |
Generation of the DSPF skin map | 192.43 |
Skin seeds initialization | 46.18 |
Expansion of the seeds | 79.30 |
Adaptation of the seeds | 91.17 |
Final spatial analysis | 133.78 |