Datasets:
ArXiv:
License:
| ref. image, distorted image A, distorted image B, preference for A | |
| ref_174.png,ref_174.png,distort_174_histogran_equalization_1.png,1 | |
| ref_174.png,ref_174.png,distort_174_superRes_Zeyde_1.png,1 | |
| ref_174.png,ref_174.png,distort_174_swirlTransform_1.png,0.75 | |
| ref_174.png,ref_174.png,distort_174_deblurTikanov_gaussian_1.png,1 | |
| ref_174.png,ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,0.95 | |
| ref_174.png,ref_174.png,distort_174_globalImShiftRotateRadial_1.png,0.816 | |
| ref_174.png,ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,0.775 | |
| ref_174.png,ref_174.png,distort_174_polyTransform_1.png,0.875 | |
| ref_174.png,ref_174.png,distort_174_denoiseROF_SB_gaussian_2.png,0.949 | |
| ref_174.png,ref_174.png,distort_174_stretchTransform_vertical_1.png,0.675 | |
| ref_174.png,ref_174.png,distort_174_denoiseBM3D_gaussian_1.png,0.949 | |
| ref_174.png,ref_174.png,distort_174_denoiseROF_SB_gaussian_3.png,0.9 | |
| ref_174.png,ref_174.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.9 | |
| ref_174.png,ref_174.png,distort_174_deblurTikanov_motion_1.png,1 | |
| ref_174.png,ref_174.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_superRes_Zeyde_1.png,0.55 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_swirlTransform_1.png,0.25 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_deblurTikanov_gaussian_1.png,0.3 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_denoiseROF_SB_gaussian_1.png,0.154 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_globalImShiftRotateRadial_1.png,0.15 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_compressiveSensing_DanielYan_1.png,0.075 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_polyTransform_1.png,0.4 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_denoiseROF_SB_gaussian_2.png,0.15 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_stretchTransform_vertical_1.png,0.05 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_denoiseBM3D_gaussian_1.png,0.3 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.275 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.225 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_deblurTikanov_motion_1.png,0.375 | |
| ref_174.png,distort_174_histogran_equalization_1.png,distort_174_softFocus_1.png,0.9 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_swirlTransform_1.png,0.15 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_deblurTikanov_gaussian_1.png,0.025 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_denoiseROF_SB_gaussian_1.png,0 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_globalImShiftRotateRadial_1.png,0.026 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_compressiveSensing_DanielYan_1.png,0 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_polyTransform_1.png,0.075 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_denoiseROF_SB_gaussian_2.png,0 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_stretchTransform_vertical_1.png,0.026 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_denoiseBM3D_gaussian_1.png,0 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.025 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_deblurTikanov_motion_1.png,0.132 | |
| ref_174.png,distort_174_superRes_Zeyde_1.png,distort_174_softFocus_1.png,0.897 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_deblurTikanov_gaussian_1.png,0.625 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_denoiseROF_SB_gaussian_1.png,0.55 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_globalImShiftRotateRadial_1.png,0.325 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_compressiveSensing_DanielYan_1.png,0.3 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_polyTransform_1.png,0.7 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_denoiseROF_SB_gaussian_2.png,0.462 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_stretchTransform_vertical_1.png,0.35 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_denoiseBM3D_gaussian_1.png,0.775 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.513 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.45 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_deblurTikanov_motion_1.png,0.775 | |
| ref_174.png,distort_174_swirlTransform_1.png,distort_174_softFocus_1.png,0.974 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_denoiseROF_SB_gaussian_1.png,0.2 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_globalImShiftRotateRadial_1.png,0.225 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_compressiveSensing_DanielYan_1.png,0.125 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_polyTransform_1.png,0.41 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_denoiseROF_SB_gaussian_2.png,0.125 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_stretchTransform_vertical_1.png,0.225 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_denoiseBM3D_gaussian_1.png,0.667 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.225 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.175 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_deblurTikanov_motion_1.png,0.725 | |
| ref_174.png,distort_174_deblurTikanov_gaussian_1.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_globalImShiftRotateRadial_1.png,0.4 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_compressiveSensing_DanielYan_1.png,0.25 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_polyTransform_1.png,0.7 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_denoiseROF_SB_gaussian_2.png,0.538 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_stretchTransform_vertical_1.png,0.15 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_denoiseBM3D_gaussian_1.png,0.85 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.575 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.462 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_deblurTikanov_motion_1.png,0.825 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_1.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_compressiveSensing_DanielYan_1.png,0.275 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_polyTransform_1.png,0.875 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_denoiseROF_SB_gaussian_2.png,0.525 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_stretchTransform_vertical_1.png,0.25 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_denoiseBM3D_gaussian_1.png,1 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.45 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.45 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_deblurTikanov_motion_1.png,0.842 | |
| ref_174.png,distort_174_globalImShiftRotateRadial_1.png,distort_174_softFocus_1.png,0.925 | |
| ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,distort_174_polyTransform_1.png,0.875 | |
| ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,distort_174_denoiseROF_SB_gaussian_2.png,0.775 | |
| ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,distort_174_stretchTransform_vertical_1.png,0.575 | |
| ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,distort_174_denoiseBM3D_gaussian_1.png,1 | |
| ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.875 | |
| ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.7 | |
| ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,distort_174_deblurTikanov_motion_1.png,0.975 | |
| ref_174.png,distort_174_compressiveSensing_DanielYan_1.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_polyTransform_1.png,distort_174_denoiseROF_SB_gaussian_2.png,0.35 | |
| ref_174.png,distort_174_polyTransform_1.png,distort_174_stretchTransform_vertical_1.png,0.175 | |
| ref_174.png,distort_174_polyTransform_1.png,distort_174_denoiseBM3D_gaussian_1.png,0.615 | |
| ref_174.png,distort_174_polyTransform_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.375 | |
| ref_174.png,distort_174_polyTransform_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.275 | |
| ref_174.png,distort_174_polyTransform_1.png,distort_174_deblurTikanov_motion_1.png,0.575 | |
| ref_174.png,distort_174_polyTransform_1.png,distort_174_softFocus_1.png,0.925 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_2.png,distort_174_stretchTransform_vertical_1.png,0.325 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_2.png,distort_174_denoiseBM3D_gaussian_1.png,0.872 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_2.png,distort_174_denoiseROF_SB_gaussian_3.png,0.65 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_2.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.4 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_2.png,distort_174_deblurTikanov_motion_1.png,0.875 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_2.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_stretchTransform_vertical_1.png,distort_174_denoiseBM3D_gaussian_1.png,0.95 | |
| ref_174.png,distort_174_stretchTransform_vertical_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.923 | |
| ref_174.png,distort_174_stretchTransform_vertical_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.8 | |
| ref_174.png,distort_174_stretchTransform_vertical_1.png,distort_174_deblurTikanov_motion_1.png,0.9 | |
| ref_174.png,distort_174_stretchTransform_vertical_1.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_denoiseBM3D_gaussian_1.png,distort_174_denoiseROF_SB_gaussian_3.png,0.162 | |
| ref_174.png,distort_174_denoiseBM3D_gaussian_1.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.15 | |
| ref_174.png,distort_174_denoiseBM3D_gaussian_1.png,distort_174_deblurTikanov_motion_1.png,0.641 | |
| ref_174.png,distort_174_denoiseBM3D_gaussian_1.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_3.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,0.4 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_3.png,distort_174_deblurTikanov_motion_1.png,0.8 | |
| ref_174.png,distort_174_denoiseROF_SB_gaussian_3.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,distort_174_deblurTikanov_motion_1.png,0.925 | |
| ref_174.png,distort_174_deblurDenoiseChan_gaussian_gaussian_1.png,distort_174_softFocus_1.png,1 | |
| ref_174.png,distort_174_deblurTikanov_motion_1.png,distort_174_softFocus_1.png,1 | |