| Our method | Camera-only | Initial settings |
study-13 | | Salience | 5.040 | Visual balance | 2.853 | Clearance | 100.031 | Centeredness | 1.402 | Collision relationships | 0.000 | Canonical view | 93.881 | Color contrast | 4.217 | Support relationships | 96.062 | Semantic relationships | 21.677 | Regularization | 74.990 | Total | 400.152 |
|
| | Salience | 508.999 | Visual balance | 62.220 | Clearance | 213.698 | Centeredness | 1.822 | Collision relationships | 0.000 | Canonical view | 253.911 | Color contrast | 8.489 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 1145.201 |
|
| |
study-16 | | Salience | 1.132 | Visual balance | 10.265 | Clearance | 224.954 | Centeredness | 10.566 | Collision relationships | 0.000 | Canonical view | 28.039 | Color contrast | 9.686 | Support relationships | 96.062 | Semantic relationships | 81.782 | Regularization | 17.240 | Total | 479.727 |
|
| | Salience | 214.252 | Visual balance | 21.728 | Clearance | 378.756 | Centeredness | 1.933 | Collision relationships | 0.000 | Canonical view | 52.516 | Color contrast | 45.087 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 810.334 |
|
| |
study-48 | | Salience | 6.384 | Visual balance | 10.011 | Clearance | 266.378 | Centeredness | 3.559 | Collision relationships | 0.000 | Canonical view | 5.022 | Color contrast | 26.490 | Support relationships | 96.062 | Semantic relationships | 13.142 | Regularization | 5.401 | Total | 432.449 |
|
| | Salience | 61.593 | Visual balance | 69.247 | Clearance | 273.330 | Centeredness | 19.648 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 7.727 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 527.607 |
|
| |
study-17 | | Salience | 12.915 | Visual balance | 7.306 | Clearance | 322.082 | Centeredness | 2.647 | Collision relationships | 0.000 | Canonical view | 10.354 | Color contrast | 2.998 | Support relationships | 96.298 | Semantic relationships | 28.852 | Regularization | 16.480 | Total | 499.931 |
|
| | Salience | 228.207 | Visual balance | 30.873 | Clearance | 327.274 | Centeredness | 9.340 | Collision relationships | 0.000 | Canonical view | 52.766 | Color contrast | 39.813 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 784.336 |
|
| |
study-58 | | Salience | 0.533 | Visual balance | 13.967 | Clearance | 238.557 | Centeredness | 12.690 | Collision relationships | 0.000 | Canonical view | 1.508 | Color contrast | 20.476 | Support relationships | 96.113 | Semantic relationships | 2.163 | Regularization | 24.435 | Total | 410.443 |
|
| | Salience | 57.190 | Visual balance | 59.601 | Clearance | 256.384 | Centeredness | 7.365 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 48.489 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 525.091 |
|
| |
study-2 | | Salience | 81.794 | Visual balance | 4.540 | Clearance | 286.663 | Centeredness | 4.512 | Collision relationships | 0.000 | Canonical view | 6.761 | Color contrast | 5.361 | Support relationships | 96.292 | Semantic relationships | 25.174 | Regularization | 15.531 | Total | 526.629 |
|
| | Salience | 277.620 | Visual balance | 30.843 | Clearance | 281.744 | Centeredness | 8.383 | Collision relationships | 0.000 | Canonical view | 158.270 | Color contrast | 6.130 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 859.051 |
|
| |
study-37 | | Salience | 3.445 | Visual balance | 38.752 | Clearance | 206.979 | Centeredness | 14.554 | Collision relationships | 0.000 | Canonical view | 1.800 | Color contrast | 5.241 | Support relationships | 100.541 | Semantic relationships | 0.000 | Regularization | 8.159 | Total | 379.472 |
|
| | Salience | 38.712 | Visual balance | 181.555 | Clearance | 254.225 | Centeredness | 10.146 | Collision relationships | 0.000 | Canonical view | 1.204 | Color contrast | 3.962 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 585.866 |
|
| |
study-20 | | Salience | 15.501 | Visual balance | 2.332 | Clearance | 98.583 | Centeredness | 1.309 | Collision relationships | 0.000 | Canonical view | 1.667 | Color contrast | 8.851 | Support relationships | 96.062 | Semantic relationships | 5.000 | Regularization | 4.016 | Total | 233.322 |
|
| | Salience | 24.092 | Visual balance | 4.885 | Clearance | 129.919 | Centeredness | 1.439 | Collision relationships | 0.000 | Canonical view | 1.157 | Color contrast | 9.679 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 267.233 |
|
| |
study-1 | | Salience | 69.196 | Visual balance | 4.253 | Clearance | 345.027 | Centeredness | 0.910 | Collision relationships | 0.000 | Canonical view | 34.131 | Color contrast | 12.934 | Support relationships | 96.062 | Semantic relationships | 2.010 | Regularization | 3.818 | Total | 568.341 |
|
| | Salience | 41.474 | Visual balance | 6.704 | Clearance | 337.334 | Centeredness | 2.135 | Collision relationships | 0.000 | Canonical view | 119.750 | Color contrast | 10.314 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 613.774 |
|
| |
study-18 | | Salience | 24.653 | Visual balance | 3.150 | Clearance | 110.110 | Centeredness | 5.215 | Collision relationships | 0.000 | Canonical view | 0.581 | Color contrast | 4.303 | Support relationships | 96.113 | Semantic relationships | 1.492 | Regularization | 0.491 | Total | 246.107 |
|
| | Salience | 29.154 | Visual balance | 4.750 | Clearance | 130.794 | Centeredness | 0.755 | Collision relationships | 0.000 | Canonical view | 0.131 | Color contrast | 4.453 | Support relationships | 96.062 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 266.099 |
|
| |
kitchen-26 | | Salience | 19.384 | Visual balance | 17.349 | Clearance | 137.374 | Centeredness | 3.135 | Collision relationships | 0.000 | Canonical view | 25.000 | Color contrast | 36.152 | Support relationships | 375.628 | Semantic relationships | 0.000 | Regularization | 0.062 | Total | 614.085 |
|
| | Salience | 6.223 | Visual balance | 48.351 | Clearance | 179.451 | Centeredness | 12.092 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 11.517 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 666.684 |
|
| |
kitchen-43 | | Salience | 45.330 | Visual balance | 70.076 | Clearance | 321.787 | Centeredness | 5.021 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 8.092 | Support relationships | 385.906 | Semantic relationships | 0.000 | Regularization | 9.590 | Total | 845.802 |
|
| | Salience | 47.491 | Visual balance | 55.442 | Clearance | 337.854 | Centeredness | 11.146 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 6.214 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 867.198 |
|
| |
kitchen-12 | | Salience | 0.398 | Visual balance | 1.664 | Clearance | 251.613 | Centeredness | 34.171 | Collision relationships | 0.000 | Canonical view | 1.106 | Color contrast | 6.320 | Support relationships | 375.628 | Semantic relationships | 107.656 | Regularization | 9.014 | Total | 787.570 |
|
| | Salience | 1131.507 | Visual balance | 4.801 | Clearance | 352.136 | Centeredness | 18.647 | Collision relationships | 0.000 | Canonical view | 187.563 | Color contrast | 9.675 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 2113.381 |
|
| |
kitchen-4 | | Salience | 3.477 | Visual balance | 27.349 | Clearance | 354.924 | Centeredness | 36.358 | Collision relationships | 0.000 | Canonical view | 3.068 | Color contrast | 4.448 | Support relationships | 352.310 | Semantic relationships | 1.062 | Regularization | 2.577 | Total | 785.572 |
|
| | Salience | 75.264 | Visual balance | 17.811 | Clearance | 264.235 | Centeredness | 9.971 | Collision relationships | 0.000 | Canonical view | 21.919 | Color contrast | 9.100 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 807.350 |
|
| |
kitchen-17 | | Salience | 0.015 | Visual balance | 22.614 | Clearance | 214.389 | Centeredness | 0.269 | Collision relationships | 0.000 | Canonical view | 0.346 | Color contrast | 7.229 | Support relationships | 395.152 | Semantic relationships | 0.000 | Regularization | 16.428 | Total | 656.443 |
|
| | Salience | 2496.106 | Visual balance | 16.111 | Clearance | 235.974 | Centeredness | 4.361 | Collision relationships | 0.000 | Canonical view | 114.801 | Color contrast | 5.864 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 3282.267 |
|
| |
kitchen-22 | | Salience | 0.000 | Visual balance | 31.333 | Clearance | 57.751 | Centeredness | 0.059 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 39.256 | Support relationships | 369.054 | Semantic relationships | 0.000 | Regularization | 10.461 | Total | 507.914 |
|
| | Salience | 0.000 | Visual balance | 22.416 | Clearance | 117.617 | Centeredness | 0.058 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 37.718 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 586.860 |
|
| |
kitchen-20 | | Salience | 0.000 | Visual balance | 8.144 | Clearance | 86.458 | Centeredness | 1.383 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 18.678 | Support relationships | 363.301 | Semantic relationships | 0.000 | Regularization | 15.392 | Total | 493.357 |
|
| | Salience | 0.000 | Visual balance | 19.987 | Clearance | 157.037 | Centeredness | 0.524 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 22.465 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 609.065 |
|
| |
kitchen-18 | | Salience | 1.914 | Visual balance | 29.684 | Clearance | 209.097 | Centeredness | 14.034 | Collision relationships | 0.000 | Canonical view | 3.043 | Color contrast | 20.222 | Support relationships | 377.636 | Semantic relationships | 0.000 | Regularization | 11.634 | Total | 667.264 |
|
| | Salience | 45.290 | Visual balance | 56.262 | Clearance | 265.346 | Centeredness | 4.797 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 20.884 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 801.630 |
|
| |
kitchen-8 | | Salience | 51.834 | Visual balance | 28.692 | Clearance | 330.879 | Centeredness | 19.233 | Collision relationships | 0.000 | Canonical view | 31.444 | Color contrast | 17.303 | Support relationships | 375.628 | Semantic relationships | 0.000 | Regularization | 2.326 | Total | 857.339 |
|
| | Salience | 33.228 | Visual balance | 74.703 | Clearance | 216.317 | Centeredness | 48.558 | Collision relationships | 0.000 | Canonical view | 30.192 | Color contrast | 16.093 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 828.142 |
|
| |
kitchen-36 | | Salience | 20.201 | Visual balance | 52.462 | Clearance | 171.431 | Centeredness | 3.071 | Collision relationships | 0.000 | Canonical view | 0.008 | Color contrast | 7.942 | Support relationships | 378.141 | Semantic relationships | 0.000 | Regularization | 19.674 | Total | 652.931 |
|
| | Salience | 416.274 | Visual balance | 93.406 | Clearance | 285.640 | Centeredness | 31.023 | Collision relationships | 0.000 | Canonical view | 157.955 | Color contrast | 4.190 | Support relationships | 409.051 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 1397.539 |
|
| |
living-12 | | Salience | 89.854 | Visual balance | 2.033 | Clearance | 271.419 | Centeredness | 2.035 | Collision relationships | 0.000 | Canonical view | 11.394 | Color contrast | 4.157 | Support relationships | 0.199 | Semantic relationships | 4.509 | Regularization | 16.646 | Total | 402.247 |
|
| | Salience | 220.148 | Visual balance | 2.715 | Clearance | 285.276 | Centeredness | 1.390 | Collision relationships | 0.000 | Canonical view | 105.008 | Color contrast | 4.624 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 619.161 |
|
| |
living-33 | | Salience | 16.204 | Visual balance | 16.860 | Clearance | 125.736 | Centeredness | 8.029 | Collision relationships | 0.000 | Canonical view | 38.438 | Color contrast | 5.231 | Support relationships | 0.000 | Semantic relationships | 16.396 | Regularization | 21.738 | Total | 248.631 |
|
| | Salience | 1512.417 | Visual balance | 33.455 | Clearance | 132.256 | Centeredness | 5.524 | Collision relationships | 0.000 | Canonical view | 718.143 | Color contrast | 5.584 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 2407.379 |
|
| |
living-16 | | Salience | 8.379 | Visual balance | 1.759 | Clearance | 151.935 | Centeredness | 4.519 | Collision relationships | 0.000 | Canonical view | 1.409 | Color contrast | 4.644 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 62.740 | Total | 235.385 |
|
| | Salience | 73.928 | Visual balance | 3.418 | Clearance | 273.980 | Centeredness | 0.008 | Collision relationships | 0.000 | Canonical view | 36.293 | Color contrast | 7.488 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 395.114 |
|
| |
living-53 | | Salience | 31.261 | Visual balance | 19.934 | Clearance | 315.039 | Centeredness | 1.533 | Collision relationships | 0.000 | Canonical view | 33.438 | Color contrast | 4.018 | Support relationships | 0.000 | Semantic relationships | 22.876 | Regularization | 6.683 | Total | 434.782 |
|
| | Salience | 379.355 | Visual balance | 18.508 | Clearance | 365.170 | Centeredness | 0.888 | Collision relationships | 0.000 | Canonical view | 31.575 | Color contrast | 4.191 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 799.687 |
|
| |
living-3 | | Salience | 29.326 | Visual balance | 14.051 | Clearance | 310.893 | Centeredness | 6.267 | Collision relationships | 0.000 | Canonical view | 5.234 | Color contrast | 2.934 | Support relationships | 0.000 | Semantic relationships | 40.231 | Regularization | 13.890 | Total | 422.825 |
|
| | Salience | 269.958 | Visual balance | 26.738 | Clearance | 457.439 | Centeredness | 0.742 | Collision relationships | 0.000 | Canonical view | 58.254 | Color contrast | 6.002 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 819.132 |
|
| |
living-34 | | Salience | 877.339 | Visual balance | 11.524 | Clearance | 285.823 | Centeredness | 1.017 | Collision relationships | 0.000 | Canonical view | 6.741 | Color contrast | 3.862 | Support relationships | 0.000 | Semantic relationships | 4.432 | Regularization | 6.759 | Total | 1197.498 |
|
| | Salience | 1291.195 | Visual balance | 19.110 | Clearance | 302.450 | Centeredness | 3.391 | Collision relationships | 0.000 | Canonical view | 112.143 | Color contrast | 4.510 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 1732.798 |
|
| |
living-28 | | Salience | 95.892 | Visual balance | 51.440 | Clearance | 93.142 | Centeredness | 1.579 | Collision relationships | 0.000 | Canonical view | 22.891 | Color contrast | 1.931 | Support relationships | 0.000 | Semantic relationships | 3.057 | Regularization | 6.718 | Total | 276.650 |
|
| | Salience | 144.155 | Visual balance | 68.848 | Clearance | 177.837 | Centeredness | 17.597 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 6.929 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 415.368 |
|
| |
living-35 | | Salience | 908.155 | Visual balance | 27.105 | Clearance | 162.966 | Centeredness | 41.388 | Collision relationships | 0.000 | Canonical view | 2.556 | Color contrast | 4.494 | Support relationships | 0.091 | Semantic relationships | 15.464 | Regularization | 6.743 | Total | 1168.963 |
|
| | Salience | 1059.760 | Visual balance | 113.244 | Clearance | 209.375 | Centeredness | 5.303 | Collision relationships | 0.000 | Canonical view | 6.447 | Color contrast | 2.462 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 1396.591 |
|
| |
living-1 | | Salience | 102.187 | Visual balance | 16.318 | Clearance | 262.856 | Centeredness | 0.211 | Collision relationships | 0.000 | Canonical view | 7.256 | Color contrast | 4.140 | Support relationships | 0.000 | Semantic relationships | 16.588 | Regularization | 5.874 | Total | 415.429 |
|
| | Salience | 87.937 | Visual balance | 23.169 | Clearance | 309.839 | Centeredness | 6.996 | Collision relationships | 0.000 | Canonical view | 38.950 | Color contrast | 4.133 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 471.023 |
|
| |
living-2 | | Salience | 28.929 | Visual balance | 22.441 | Clearance | 136.863 | Centeredness | 14.927 | Collision relationships | 0.000 | Canonical view | 0.566 | Color contrast | 4.415 | Support relationships | 0.510 | Semantic relationships | 24.111 | Regularization | 5.965 | Total | 238.727 |
|
| | Salience | 225.443 | Visual balance | 25.157 | Clearance | 138.555 | Centeredness | 16.947 | Collision relationships | 0.000 | Canonical view | 0.000 | Color contrast | 4.901 | Support relationships | 0.000 | Semantic relationships | 0.000 | Regularization | 0.000 | Total | 411.004 |
|
| |