Hair Removal (HairSim)

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

Method

Xie

Hair removal algorihm by Xie et al. Implementation provided by the authors Xie, Feng-Ying, et al. "PDE-based unsupervised repair of hair-occluded information in dermoscopy images of melanoma." Computerized Medical Imaging and Graphics 33.4 (2009): 275-282.

Results

Sample	Vifp	Uqi	Msssim	P hvs m	P hvs	Mse	Ssim	Psnr	Rmse
IMD006	0.992	1.000	0.966	37.486	37.133	8.712	0.971	38.730	2.952
IMD010	0.994	1.000	0.974	36.606	36.043	10.396	0.980	37.962	3.224
IMD017	0.994	0.999	0.987	34.430	34.196	16.277	0.986	36.015	4.034
IMD018	0.996	1.000	0.984	40.345	39.752	43.166	0.975	31.779	6.570
IMD019	0.982	0.999	0.931	30.246	29.816	42.538	0.947	31.843	6.522
IMD020	0.994	1.000	0.981	38.760	38.211	7.099	0.979	39.619	2.664
IMD030	0.995	1.000	0.986	39.372	38.793	6.163	0.982	40.233	2.482
IMD033	0.988	0.999	0.951	32.013	31.835	31.323	0.967	33.172	5.597
IMD044	0.990	0.999	0.981	36.417	36.034	10.183	0.981	38.052	3.191
IMD050	0.992	1.000	0.968	38.046	37.663	7.855	0.968	39.179	2.803
IMD061	0.989	0.999	0.974	34.269	33.770	18.984	0.974	35.347	4.357
IMD063	0.992	0.999	0.986	36.892	36.605	9.620	0.981	38.299	3.102
IMD075	0.995	0.999	0.983	38.933	38.499	5.986	0.983	40.359	2.447
Mean	0.992	0.999	0.973	36.447	36.027	16.792	0.975	36.968	3.842