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These are the segmentation results on the synthetic video texture database using the layered dynamic
texture and other state-of-the-art segmentation algorithms:
|
| Init Contour | Ground Truth |
|---|---|
 |  |
| Name | Original | DTM | LDT | GPCA |
|---|---|---|---|---|
| texture_001 |  |  r=0.9345 |  r=0.9738 |  r=0.4722 |
| texture_002 |  |  r=0.6422 |  r=0.8301 |  r=0.4732 |
| texture_003 |  |  r=0.9626 |  r=0.9911 |  r=0.5950 |
| texture_004 |  |  r=0.8595 |  r=0.9455 |  r=0.4735 |
| texture_005 |  |  r=0.6669 |  r=0.8883 |  r=0.5556 |
| texture_006 |  |  r=0.9517 |  r=0.9660 |  r=0.5412 |
| texture_007 |  |  r=0.7174 |  r=0.9155 |  r=0.4867 |
| texture_008 |  |  r=0.9707 |  r=0.9898 |  r=0.4660 |
| texture_009 |  |  r=0.9399 |  r=0.9997 |  r=0.4815 |
| texture_010 |  |  r=0.6574 |  r=0.5441 |  r=0.4879 |
| texture_011 |  |  r=0.9160 |  r=0.9799 |  r=0.6961 |
| texture_012 |  |  r=0.6588 |  r=0.6820 |  r=0.4359 |
| texture_013 |  |  r=0.6760 |  r=0.7230 |  r=0.5711 |
| texture_014 |  |  r=0.9489 |  r=0.9315 |  r=0.4716 |
| texture_015 |  |  r=0.9479 |  r=0.9858 |  r=0.4703 |
| texture_016 |  |  r=0.9340 |  r=0.9825 |  r=0.4290 |
| texture_017 |  |  r=0.9537 |  r=0.9901 |  r=0.4814 |
| texture_018 |  |  r=0.9510 |  r=0.9708 |  r=0.5768 |
| texture_019 |  |  r=0.9159 |  r=0.9935 |  r=0.8135 |
| texture_020 |  |  r=0.6527 |  r=0.6217 |  r=0.4886 |
| texture_021 |  |  r=0.9531 |  r=0.9558 |  r=0.4725 |
| texture_022 |  |  r=0.6549 |  r=0.6563 |  r=0.5373 |
| texture_023 |  |  r=0.5951 |  r=0.6163 |  r=0.4680 |
| texture_024 |  |  r=0.9078 |  r=0.9713 |  r=0.4386 |
| texture_025 |  |  r=0.5985 |  r=0.5654 |  r=0.4712 |
| texture_026 |  |  r=0.9210 |  r=0.9746 |  r=0.8014 |
| texture_027 |  |  r=0.8523 |  r=0.9805 |  r=0.4666 |
| texture_028 |  |  r=0.9237 |  r=0.9571 |  r=0.4753 |
| texture_029 |  |  r=0.9490 |  r=0.9775 |  r=0.4617 |
| texture_030 |  |  r=0.7854 |  r=0.9780 |  r=0.4673 |
| texture_031 |  |  r=0.9583 |  r=0.9618 |  r=0.4638 |
| texture_032 |  |  r=0.8510 |  r=0.8647 |  r=0.4567 |
| texture_033 |  |  r=0.9372 |  r=0.9838 |  r=0.5042 |
| texture_034 |  |  r=0.5864 |  r=0.5255 |  r=0.4491 |
| texture_035 |  |  r=0.7152 |  r=0.7566 |  r=0.5469 |
| texture_036 |  |  r=0.9462 |  r=0.9863 |  r=0.5174 |
| texture_037 |  |  r=0.6101 |  r=0.6272 |  r=0.4655 |
| texture_038 |  |  r=0.9171 |  r=0.9689 |  r=0.4313 |
| texture_039 |  |  r=0.6028 |  r=0.6229 |  r=0.4660 |
| texture_040 |  |  r=0.9548 |  r=0.9903 |  r=0.4811 |
| texture_041 |  |  r=0.9295 |  r=0.9999 |  r=0.7712 |
| texture_042 |  |  r=0.6687 |  r=0.7051 |  r=0.4526 |
| texture_043 |  |  r=0.9473 |  r=0.9969 |  r=0.4608 |
| texture_044 |  |  r=0.9004 |  r=0.9283 |  r=0.4418 |
| texture_045 |  |  r=0.9579 |  r=0.9851 |  r=0.7658 |
| texture_046 |  |  r=0.9500 |  r=0.9819 |  r=0.4595 |
| texture_047 |  |  r=0.6261 |  r=0.6444 |  r=0.4711 |
| texture_048 |  |  r=0.9405 |  r=0.9962 |  r=0.5662 |
| texture_049 |  |  r=0.7882 |  r=0.9797 |  r=0.4570 |
| texture_050 |  |  r=0.6715 |  r=0.7780 |  r=0.5307 |
| texture_051 |  |  r=0.9537 |  r=0.9834 |  r=0.5151 |
| texture_052 |  |  r=0.9222 |  r=0.9958 |  r=0.5114 |
| texture_053 |  |  r=0.9132 |  r=0.8880 |  r=0.4962 |
| texture_054 |  |  r=0.7992 |  r=0.9285 |  r=0.4674 |
| texture_055 |  |  r=0.9131 |  r=0.9725 |  r=0.7436 |
| texture_056 |  |  r=0.9534 |  r=0.9946 |  r=0.4667 |
| texture_057 |  |  r=0.9574 |  r=0.9075 |  r=0.4535 |
| texture_058 |  |  r=0.7518 |  r=0.8778 |  r=0.4649 |
| texture_059 |  |  r=0.7926 |  r=0.9782 |  r=0.4637 |
| texture_060 |  |  r=0.9348 |  r=0.9585 |  r=0.4656 |
| texture_061 |  |  r=0.6924 |  r=0.8533 |  r=0.5882 |
| texture_062 |  |  r=0.6707 |  r=0.6721 |  r=0.5549 |
| texture_063 |  |  r=0.7230 |  r=0.9096 |  r=0.4807 |
| texture_064 |  |  r=0.6541 |  r=0.6812 |  r=0.4337 |
| texture_065 |  |  r=0.6169 |  r=0.8962 |  r=0.4656 |
| texture_066 |  |  r=0.6530 |  r=0.8397 |  r=0.4836 |
| texture_067 |  |  r=0.9036 |  r=0.9283 |  r=0.7535 |
| texture_068 |  |  r=0.8362 |  r=0.9294 |  r=0.5276 |
| texture_069 |  |  r=0.9510 |  r=0.9176 |  r=0.4773 |
| texture_070 |  |  r=0.9139 |  r=0.9755 |  r=0.4360 |
| texture_071 |  |  r=0.6602 |  r=0.6819 |  r=0.4616 |
| texture_072 |  |  r=0.9368 |  r=0.9428 |  r=0.4709 |
| texture_073 |  |  r=0.9631 |  r=0.9682 |  r=0.5329 |
| texture_074 |  |  r=0.9525 |  r=0.9962 |  r=0.4684 |
| texture_075 |  |  r=0.9205 |  r=0.7991 |  r=0.4885 |
| texture_076 |  |  r=0.9412 |  r=0.9891 |  r=0.4725 |
| texture_077 |  |  r=0.9568 |  r=0.9759 |  r=0.6300 |
| texture_078 |  |  r=0.9435 |  r=0.9928 |  r=0.4609 |
| texture_079 |  |  r=0.9375 |  r=0.9983 |  r=0.7708 |
| texture_080 |  |  r=0.6319 |  r=0.6379 |  r=0.4654 |
| texture_081 |  |  r=0.9136 |  r=0.9774 |  r=0.8292 |
| texture_082 |  |  r=0.9475 |  r=0.9994 |  r=0.4654 |
| texture_083 |  |  r=0.9622 |  r=0.9818 |  r=0.4389 |
| texture_084 |  |  r=0.9282 |  r=0.9905 |  r=0.7891 |
| texture_085 |  |  r=0.8105 |  r=0.9101 |  r=0.4399 |
| texture_086 |  |  r=0.9678 |  r=0.9810 |  r=0.5491 |
| texture_087 |  |  r=0.8955 |  r=0.9392 |  r=0.7493 |
| texture_088 |  |  r=0.9239 |  r=0.8707 |  r=0.4606 |
| texture_089 |  |  r=0.9575 |  r=0.9741 |  r=0.4683 |
| texture_090 |  |  r=0.5662 |  r=0.6086 |  r=0.4779 |
| texture_091 |  |  r=0.9543 |  r=0.9683 |  r=0.4796 |
| texture_092 |  |  r=0.9389 |  r=0.9437 |  r=0.4699 |
| texture_093 |  |  r=0.9600 |  r=0.9752 |  r=0.5460 |
| texture_094 |  |  r=0.9424 |  r=0.9999 |  r=0.4817 |
| texture_095 |  |  r=0.9080 |  r=0.9819 |  r=0.4648 |
| texture_096 |  |  r=0.8100 |  r=0.8482 |  r=0.4287 |
| texture_097 |  |  r=0.9149 |  r=0.9508 |  r=0.4737 |
| texture_098 |  |  r=0.9145 |  r=0.9673 |  r=0.4714 |
| texture_099 |  |  r=0.6128 |  r=0.6190 |  r=0.4452 |
| texture_100 |  |  r=0.7752 |  r=0.9998 |  r=0.7080 |
| Overall | r=0.8441 | r=0.8938 | r=0.5179 | |
|
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SVCL