First column shows the input HDR frames (PQ->Linear->RGB_709).
Second column shows the target SDR frames.
Third column shows the predicted results for HDRNet.
Fourth and fifth column shows the results for 3 dimensions using PCA and VAE respectively.
Finally we show the results using our method in the last column.
You can toggle between the predicted and the target image by clicking on the images. Moreover, you can rearrange the images in increasing or decreasing order of the metrics.
ID | Input HDR Frame | Target SDR Frame | HDRNet | PSNR 26.614 | FLIP 0.221 | Delta E 2000 5.262 | PCA_3_dimensions | PSNR 18.421 | FLIP 0.356 | Delta E 2000 15.403 | Var_AutoEncoder_3_latents | PSNR 27.473 | FLIP 0.201 | Delta E 2000 4.446 | Ours | PSNR 40.918 | FLIP 0.072 | Delta E 2000 1.640 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
000510 | 33.740 | 0.092 | 2.230 | 14.273 | 0.584 | 18.995 | 33.936 | 0.101 | 2.182 | 48.425 | 0.043 | 0.808 | ||||||
000516 | 23.172 | 0.341 | 6.417 | 17.906 | 0.438 | 16.187 | 29.221 | 0.209 | 3.822 | 44.255 | 0.068 | 0.898 | ||||||
000519 | 21.293 | 0.368 | 7.421 | 16.304 | 0.506 | 15.378 | 26.630 | 0.239 | 4.503 | 38.854 | 0.083 | 1.223 | ||||||
000522 | 21.983 | 0.258 | 7.224 | 17.409 | 0.393 | 12.201 | 24.730 | 0.226 | 5.803 | 37.305 | 0.079 | 1.816 | ||||||
000525 | 29.846 | 0.163 | 3.123 | 17.534 | 0.464 | 15.095 | 22.068 | 0.277 | 6.232 | 31.256 | 0.130 | 3.342 | ||||||
000528 | 26.496 | 0.186 | 4.422 | 17.258 | 0.409 | 15.920 | 24.289 | 0.225 | 5.194 | 38.880 | 0.076 | 1.497 | ||||||
000531 | 26.579 | 0.208 | 4.725 | 16.554 | 0.493 | 16.992 | 27.180 | 0.216 | 5.019 | 41.123 | 0.067 | 1.212 | ||||||
000534 | 25.259 | 0.248 | 4.768 | 15.851 | 0.463 | 14.479 | 26.854 | 0.218 | 4.131 | 40.463 | 0.076 | 1.207 | ||||||
000537 | 32.659 | 0.108 | 2.618 | 20.806 | 0.249 | 10.600 | 30.268 | 0.150 | 3.182 | 47.073 | 0.044 | 0.862 | ||||||
000540 | 27.466 | 0.186 | 4.212 | 21.442 | 0.169 | 14.208 | 27.221 | 0.209 | 4.236 | 40.267 | 0.072 | 1.455 | ||||||
000543 | 22.927 | 0.266 | 6.051 | 19.562 | 0.202 | 14.073 | 25.689 | 0.226 | 4.705 | 36.361 | 0.084 | 1.924 | ||||||
000546 | 30.183 | 0.151 | 3.531 | 22.073 | 0.212 | 11.988 | 24.447 | 0.272 | 5.856 | 36.606 | 0.096 | 2.319 | ||||||
000549 | 25.027 | 0.230 | 5.562 | 22.207 | 0.182 | 8.985 | 24.818 | 0.238 | 5.503 | 39.326 | 0.065 | 1.539 | ||||||
000552 | 24.237 | 0.275 | 5.615 | 18.343 | 0.385 | 14.809 | 26.533 | 0.228 | 4.472 | 41.510 | 0.078 | 1.310 | ||||||
000555 | 32.435 | 0.124 | 3.390 | 23.551 | 0.186 | 13.154 | 32.234 | 0.132 | 2.677 | 46.780 | 0.045 | 0.951 | ||||||
000558 | 28.529 | 0.206 | 4.674 | 18.420 | 0.340 | 15.165 | 29.200 | 0.168 | 3.666 | 44.119 | 0.055 | 1.204 | ||||||
000561 | 37.839 | 0.068 | 2.197 | 19.743 | 0.287 | 12.239 | 35.601 | 0.103 | 2.378 | 53.590 | 0.035 | 0.839 | ||||||
000564 | 29.103 | 0.111 | 3.703 | 13.574 | 0.291 | 17.009 | 30.950 | 0.141 | 2.581 | 44.614 | 0.051 | 1.028 | ||||||
000567 | 18.744 | 0.394 | 9.021 | 14.829 | 0.531 | 17.423 | 20.856 | 0.339 | 7.275 | 33.360 | 0.133 | 2.277 | ||||||
000570 | 27.769 | 0.190 | 3.735 | 23.750 | 0.153 | 14.463 | 30.636 | 0.158 | 3.145 | 44.454 | 0.054 | 1.252 | ||||||
000573 | 21.792 | 0.316 | 6.936 | 22.508 | 0.224 | 13.076 | 26.127 | 0.227 | 4.901 | 38.554 | 0.085 | 2.142 | ||||||
000576 | 26.927 | 0.212 | 4.107 | 20.013 | 0.139 | 12.947 | 28.609 | 0.188 | 3.850 | 41.322 | 0.064 | 1.351 | ||||||
000579 | 28.266 | 0.134 | 4.626 | 20.408 | 0.195 | 16.660 | 29.657 | 0.127 | 2.790 | 41.217 | 0.054 | 1.157 | ||||||
000582 | 32.506 | 0.075 | 4.783 | 19.990 | 0.201 | 16.751 | 29.629 | 0.127 | 2.827 | 41.783 | 0.054 | 1.169 | ||||||
000585 | 26.470 | 0.190 | 5.550 | 15.510 | 0.497 | 22.751 | 27.232 | 0.202 | 5.319 | 36.776 | 0.070 | 2.252 | ||||||
000588 | 30.488 | 0.171 | 6.277 | 16.042 | 0.494 | 22.214 | 26.165 | 0.214 | 5.572 | 33.812 | 0.085 | 3.035 | ||||||
000591 | 24.791 | 0.252 | 4.959 | 17.417 | 0.449 | 19.144 | 27.438 | 0.202 | 4.016 | 42.272 | 0.071 | 1.366 | ||||||
000594 | 22.617 | 0.359 | 7.258 | 16.198 | 0.521 | 20.179 | 22.786 | 0.345 | 7.142 | 31.168 | 0.171 | 4.263 | ||||||
000597 | 25.662 | 0.188 | 3.980 | 18.105 | 0.366 | 13.446 | 29.363 | 0.116 | 3.436 | 46.144 | 0.038 | 1.268 | ||||||
000600 | 22.653 | 0.296 | 6.396 | 18.862 | 0.382 | 14.114 | 29.240 | 0.161 | 3.718 | 44.865 | 0.052 | 1.112 | ||||||
000603 | 34.151 | 0.103 | 2.694 | 18.077 | 0.419 | 16.817 | 30.259 | 0.155 | 3.841 | 52.461 | 0.031 | 0.567 | ||||||
000606 | 32.431 | 0.122 | 2.767 | 14.921 | 0.451 | 18.490 | 29.402 | 0.181 | 3.334 | 50.047 | 0.039 | 0.905 |