Benchmark Hair Removal (HairSim)

Hair Removal (HairSim)

Hair Removal benchmark using hairless samples from the PH2 database and the HairSim software to simulate hair on them.
Input data
DataImageRGB
hair_HairSim
Output data
DataImageRGB
hairless_image

Results

Method Mean VIFP Mean UQI Mean MSSSIM Mean P HVS M Mean P HVS Mean MSE Mean SSIM Mean PSNR Mean RMSE
Xie 0.992 0.999 0.973 36.447 36.027 16.792 0.975 36.968 3.842
Abbas 0.960 0.995 0.868 27.074 26.685 133.351 0.906 27.619 11.078
Lee (Dullrazor) 0.988 0.999 0.969 33.335 32.555 51.118 0.956 32.486 6.594
Huang 0.990 0.999 0.965 33.400 32.817 44.494 0.951 32.594 6.335
Toossi 0.956 0.995 0.847 25.779 25.419 150.676 0.891 26.943 11.874
Hair Removal 0.980 0.998 0.948 32.133 31.363 61.334 0.917 30.879 7.562