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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 | Ising | GPCA |
|---|---|---|---|---|---|
| texture_001 |  |  r=0.9268 |  r=0.9682 |  r=0.9952 |  r=0.5007 |
| texture_002 |  |  r=0.9240 |  r=0.9595 |  r=0.9492 |  r=0.5028 |
| texture_003 |  |  r=0.9829 |  r=0.9998 |  r=0.9701 |  r=0.5000 |
| texture_004 |  |  r=0.9728 |  r=0.9839 |  r=0.9938 |  r=0.9561 |
| texture_005 |  |  r=0.9693 |  r=0.9759 |  r=0.9847 |  r=0.5039 |
| texture_006 |  |  r=0.9688 |  r=0.9851 |  r=0.9810 |  r=0.5000 |
| texture_007 |  |  r=0.9532 |  r=0.9995 |  r=0.9938 |  r=0.5010 |
| texture_008 |  |  r=0.9706 |  r=0.9919 |  r=0.9946 |  r=0.5409 |
| texture_009 |  |  r=0.9618 |  r=0.9990 |  r=0.9462 |  r=0.5000 |
| texture_010 |  |  r=0.5442 |  r=0.7454 |  r=0.5542 |  r=0.5028 |
| texture_011 |  |  r=0.5060 |  r=0.5001 |  r=0.5001 |  r=0.5002 |
| texture_012 |  |  r=0.9064 |  r=0.9691 |  r=0.9518 |  r=0.5007 |
| texture_013 |  |  r=0.9851 |  r=0.9828 |  r=0.9810 |  r=0.5017 |
| texture_014 |  |  r=0.9519 |  r=1.0000 |  r=0.9876 |  r=0.5034 |
| texture_015 |  |  r=0.9637 |  r=0.9966 |  r=0.9712 |  r=0.5000 |
| texture_016 |  |  r=0.9397 |  r=0.9997 |  r=0.9932 |  r=0.5072 |
| texture_017 |  |  r=0.6373 |  r=0.8470 |  r=0.6910 |  r=0.5017 |
| texture_018 |  |  r=0.9477 |  r=0.9978 |  r=0.9982 |  r=0.5066 |
| texture_019 |  |  r=0.9697 |  r=0.9660 |  r=0.9829 |  r=0.5065 |
| texture_020 |  |  r=0.9582 |  r=0.9997 |  r=0.9749 |  r=0.5039 |
| texture_021 |  |  r=0.9665 |  r=0.9943 |  r=0.9799 |  r=0.5002 |
| texture_022 |  |  r=0.9755 |  r=0.9843 |  r=0.9605 |  r=0.5004 |
| texture_023 |  |  r=0.9812 |  r=0.9699 |  r=0.9834 |  r=0.5020 |
| texture_024 |  |  r=0.9696 |  r=0.9950 |  r=0.9569 |  r=0.5024 |
| texture_025 |  |  r=0.9706 |  r=0.9905 |  r=0.9854 |  r=0.5000 |
| texture_026 |  |  r=0.9704 |  r=0.9573 |  r=0.9005 |  r=0.5222 |
| texture_027 |  |  r=0.9907 |  r=0.8693 |  r=0.9861 |  r=0.9346 |
| texture_028 |  |  r=0.9486 |  r=0.9999 |  r=0.9951 |  r=0.5044 |
| texture_029 |  |  r=0.9167 |  r=0.9853 |  r=0.9943 |  r=0.8274 |
| texture_030 |  |  r=0.9570 |  r=0.9912 |  r=0.9776 |  r=0.5016 |
| texture_031 |  |  r=0.9593 |  r=0.9940 |  r=0.9912 |  r=0.5002 |
| texture_032 |  |  r=0.9657 |  r=0.9968 |  r=0.9914 |  r=0.7938 |
| texture_033 |  |  r=0.8618 |  r=0.9322 |  r=0.9658 |  r=0.5011 |
| texture_034 |  |  r=0.9808 |  r=0.9969 |  r=0.9772 |  r=0.5099 |
| texture_035 |  |  r=0.5467 |  r=0.5534 |  r=0.5591 |  r=0.5088 |
| texture_036 |  |  r=0.9467 |  r=0.9995 |  r=0.9983 |  r=0.5081 |
| texture_037 |  |  r=0.9491 |  r=0.8395 |  r=0.9761 |  r=0.5006 |
| texture_038 |  |  r=0.9567 |  r=0.9997 |  r=0.9966 |  r=0.5091 |
| texture_039 |  |  r=0.5005 |  r=0.5011 |  r=0.5007 |  r=0.5001 |
| texture_040 |  |  r=0.9564 |  r=1.0000 |  r=0.9632 |  r=0.5016 |
| texture_041 |  |  r=0.9635 |  r=0.9989 |  r=0.9823 |  r=0.7355 |
| texture_042 |  |  r=0.9598 |  r=0.9967 |  r=0.9860 |  r=0.5036 |
| texture_043 |  |  r=0.9711 |  r=0.9760 |  r=0.9820 |  r=0.5007 |
| texture_044 |  |  r=0.9866 |  r=0.9966 |  r=0.9819 |  r=0.6990 |
| texture_045 |  |  r=0.9928 |  r=0.9804 |  r=0.9745 |  r=0.6170 |
| texture_046 |  |  r=0.9709 |  r=0.9389 |  r=0.9820 |  r=0.5001 |
| texture_047 |  |  r=0.9174 |  r=0.9805 |  r=0.9792 |  r=0.6544 |
| texture_048 |  |  r=0.9841 |  r=0.9995 |  r=0.9810 |  r=0.5001 |
| texture_049 |  |  r=0.9707 |  r=0.9870 |  r=0.9813 |  r=0.5020 |
| texture_050 |  |  r=0.8339 |  r=1.0000 |  r=0.8703 |  r=0.8935 |
| texture_051 |  |  r=0.9597 |  r=0.9682 |  r=0.9265 |  r=0.5000 |
| texture_052 |  |  r=0.9755 |  r=0.9963 |  r=0.9944 |  r=0.5026 |
| texture_053 |  |  r=0.6080 |  r=0.6885 |  r=0.7374 |  r=0.5000 |
| texture_054 |  |  r=0.9547 |  r=0.9958 |  r=0.9181 |  r=0.5027 |
| texture_055 |  |  r=0.9577 |  r=0.9838 |  r=0.9657 |  r=0.5464 |
| texture_056 |  |  r=0.9816 |  r=0.9865 |  r=0.9693 |  r=0.5033 |
| texture_057 |  |  r=0.9868 |  r=1.0000 |  r=0.9212 |  r=0.5000 |
| texture_058 |  |  r=0.9580 |  r=0.9994 |  r=0.9691 |  r=0.5077 |
| texture_059 |  |  r=0.9674 |  r=0.9960 |  r=0.9848 |  r=0.5000 |
| texture_060 |  |  r=0.9520 |  r=0.9952 |  r=0.9814 |  r=0.5000 |
| texture_061 |  |  r=0.9780 |  r=0.9907 |  r=0.9292 |  r=0.5048 |
| texture_062 |  |  r=0.9770 |  r=1.0000 |  r=0.9935 |  r=0.5015 |
| texture_063 |  |  r=0.9625 |  r=1.0000 |  r=0.9861 |  r=0.8795 |
| texture_064 |  |  r=0.9755 |  r=0.9681 |  r=0.9076 |  r=0.5029 |
| texture_065 |  |  r=0.9644 |  r=0.8285 |  r=0.9718 |  r=0.5029 |
| texture_066 |  |  r=0.7373 |  r=0.9914 |  r=0.7184 |  r=0.5042 |
| texture_067 |  |  r=0.9629 |  r=0.9800 |  r=0.9859 |  r=0.5000 |
| texture_068 |  |  r=0.9567 |  r=0.9981 |  r=0.9939 |  r=0.5018 |
| texture_069 |  |  r=0.9620 |  r=0.9599 |  r=0.9865 |  r=0.5001 |
| texture_070 |  |  r=0.9779 |  r=0.9741 |  r=0.9775 |  r=0.5001 |
| texture_071 |  |  r=0.9300 |  r=0.9849 |  r=0.9886 |  r=0.5142 |
| texture_072 |  |  r=0.9601 |  r=0.9997 |  r=0.9943 |  r=0.5034 |
| texture_073 |  |  r=0.9551 |  r=0.9931 |  r=0.9608 |  r=0.5000 |
| texture_074 |  |  r=0.6255 |  r=0.8204 |  r=0.7553 |  r=0.5007 |
| texture_075 |  |  r=0.9502 |  r=0.9670 |  r=0.9798 |  r=0.5007 |
| texture_076 |  |  r=0.9352 |  r=0.8840 |  r=0.9674 |  r=0.7276 |
| texture_077 |  |  r=0.9857 |  r=0.9972 |  r=0.9746 |  r=0.5012 |
| texture_078 |  |  r=0.5143 |  r=0.5212 |  r=0.5429 |  r=0.5011 |
| texture_079 |  |  r=0.9663 |  r=0.9749 |  r=0.9861 |  r=0.5016 |
| texture_080 |  |  r=0.9815 |  r=0.9995 |  r=0.9630 |  r=0.6141 |
| texture_081 |  |  r=0.9580 |  r=0.9157 |  r=0.9443 |  r=0.5289 |
| texture_082 |  |  r=0.9512 |  r=1.0000 |  r=0.9187 |  r=0.5173 |
| texture_083 |  |  r=0.9810 |  r=0.9774 |  r=0.9573 |  r=0.5001 |
| texture_084 |  |  r=0.9624 |  r=0.9922 |  r=0.9838 |  r=0.5010 |
| texture_085 |  |  r=0.5066 |  r=0.5187 |  r=0.5135 |  r=0.5941 |
| texture_086 |  |  r=0.9613 |  r=0.9581 |  r=0.9844 |  r=0.5027 |
| texture_087 |  |  r=0.6245 |  r=0.6570 |  r=0.7365 |  r=0.5003 |
| texture_088 |  |  r=0.9436 |  r=0.9800 |  r=0.9791 |  r=0.5003 |
| texture_089 |  |  r=0.9681 |  r=0.9889 |  r=0.9267 |  r=0.5000 |
| texture_090 |  |  r=0.9801 |  r=0.9982 |  r=0.9818 |  r=0.5005 |
| texture_091 |  |  r=0.9709 |  r=0.9967 |  r=0.9589 |  r=0.5000 |
| texture_092 |  |  r=0.9644 |  r=0.9752 |  r=0.9743 |  r=0.5001 |
| texture_093 |  |  r=0.5877 |  r=0.9418 |  r=0.6249 |  r=0.5024 |
| texture_094 |  |  r=0.9702 |  r=0.9933 |  r=0.8845 |  r=0.5010 |
| texture_095 |  |  r=0.9759 |  r=0.9823 |  r=0.9828 |  r=0.5000 |
| texture_096 |  |  r=0.7506 |  r=0.9334 |  r=0.8647 |  r=0.5004 |
| texture_097 |  |  r=0.9654 |  r=0.9769 |  r=0.9313 |  r=0.5039 |
| texture_098 |  |  r=0.9596 |  r=0.9951 |  r=0.9920 |  r=0.5003 |
| texture_099 |  |  r=0.9508 |  r=1.0000 |  r=0.9739 |  r=0.5037 |
| Overall | r=0.9116 | r=0.9444 | r=0.9271 | r=0.5379 | |
|
|
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SVCL