Hair Removal (HairSim)

Hair Removal benchmark using hairless samples from the PH2 database and the HairSim software to simulate hair on them.

Method

Toossi

Hair removal algorithm by Toossi et al. Implementation provided by the authors. Toossi, Mohammad Taghi Bahreyni, et al. "An effective hair removal algorithm for dermoscopy images." Skin Research and Technology 19.3 (2013): 230-235.

Results

Sample	Vifp	Uqi	Msssim	P hvs m	P hvs	Mse	Ssim	Psnr	Rmse
IMD006	0.950	0.994	0.791	25.130	24.887	151.565	0.883	26.325	12.311
IMD010	0.963	0.996	0.847	27.386	26.928	99.195	0.904	28.166	9.960
IMD017	0.969	0.996	0.924	28.019	27.655	69.393	0.913	29.718	8.330
IMD018	0.953	0.994	0.781	23.000	22.809	251.091	0.910	24.132	15.846
IMD019	0.931	0.993	0.757	21.572	21.303	330.173	0.840	22.943	18.171
IMD020	0.953	0.996	0.834	25.140	24.833	163.807	0.875	25.987	12.799
IMD030	0.967	0.996	0.890	27.673	27.195	87.182	0.902	28.727	9.337
IMD033	0.948	0.995	0.826	24.658	24.350	174.635	0.858	25.709	13.215
IMD044	0.968	0.996	0.935	30.586	30.102	44.317	0.931	31.665	6.657
IMD050	0.952	0.994	0.804	26.011	25.788	121.174	0.899	27.297	11.008
IMD061	0.928	0.992	0.820	23.955	23.426	237.676	0.811	24.371	15.417
IMD063	0.973	0.997	0.935	26.949	26.530	95.625	0.931	28.325	9.779
IMD075	0.969	0.996	0.873	25.046	24.645	132.950	0.919	26.894	11.530
Mean	0.956	0.995	0.847	25.779	25.419	150.676	0.891	26.943	11.874