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These are the segmentation results on the synthetic video texture database using the mixture of dynamic textures and other state-of-the-art segmentation algorithms:
|
| Initial Contour | Ground Truth |
|---|---|
 |  |
| Name | Original | DytexMixIC | DytexMixCS | Ising | GPCA |
|---|---|---|---|---|---|
| texture_001 |  |  r=0.9305 |  r=0.9299 |  r=0.9909 |  r=0.5022 |
| texture_002 |  |  r=0.9282 |  r=0.9284 |  r=0.9469 |  r=0.5023 |
| texture_003 |  |  r=0.9828 |  r=0.9790 |  r=0.9713 |  r=0.5000 |
| texture_004 |  |  r=0.9729 |  r=0.9723 |  r=0.9860 |  r=0.9888 |
| texture_005 |  |  r=0.9684 |  r=0.9688 |  r=0.8912 |  r=0.5093 |
| texture_006 |  |  r=0.9721 |  r=0.9720 |  r=0.9663 |  r=0.5000 |
| texture_007 |  |  r=0.9537 |  r=0.9537 |  r=0.9418 |  r=0.5001 |
| texture_008 |  |  r=0.9702 |  r=0.9693 |  r=0.9233 |  r=0.5428 |
| texture_009 |  |  r=0.9625 |  r=0.9629 |  r=0.5485 |  r=0.5000 |
| texture_010 |  |  r=0.5487 |  r=0.5276 |  r=0.6439 |  r=0.5077 |
| texture_011 |  |  r=0.5061 |  r=0.5022 |  r=0.9594 |  r=0.5000 |
| texture_012 |  |  r=0.9234 |  r=0.8587 |  r=0.9212 |  r=0.5017 |
| texture_013 |  |  r=0.9856 |  r=0.9853 |  r=0.8787 |  r=0.5025 |
| texture_014 |  |  r=0.9523 |  r=0.9524 |  r=0.9975 |  r=0.5043 |
| texture_015 |  |  r=0.9643 |  r=0.9646 |  r=0.8842 |  r=0.5007 |
| texture_016 |  |  r=0.9481 |  r=0.9577 |  r=0.9943 |  r=0.5170 |
| texture_017 |  |  r=0.6532 |  r=0.6591 |  r=0.7054 |  r=0.5045 |
| texture_018 |  |  r=0.9467 |  r=0.9467 |  r=0.9976 |  r=0.5167 |
| texture_019 |  |  r=0.9697 |  r=0.9692 |  r=0.9776 |  r=0.5139 |
| texture_020 |  |  r=0.9576 |  r=0.9576 |  r=0.9865 |  r=0.5261 |
| texture_021 |  |  r=0.9660 |  r=0.9647 |  r=0.7450 |  r=0.5004 |
| texture_022 |  |  r=0.9749 |  r=0.9823 |  r=0.9684 |  r=0.5000 |
| texture_023 |  |  r=0.9816 |  r=0.9822 |  r=0.8397 |  r=0.5019 |
| texture_024 |  |  r=0.9730 |  r=0.9748 |  r=0.9469 |  r=0.5029 |
| texture_025 |  |  r=0.9738 |  r=0.9828 |  r=0.7009 |  r=0.5000 |
| texture_026 |  |  r=0.9712 |  r=0.9723 |  r=0.8909 |  r=0.5243 |
| texture_027 |  |  r=0.9930 |  r=0.9881 |  r=0.9831 |  r=0.9639 |
| texture_028 |  |  r=0.9495 |  r=0.9497 |  r=0.9947 |  r=0.5055 |
| texture_029 |  |  r=0.9214 |  r=0.9288 |  r=0.9941 |  r=0.8657 |
| texture_030 |  |  r=0.9595 |  r=0.9651 |  r=0.9336 |  r=0.5020 |
| texture_031 |  |  r=0.9584 |  r=0.9567 |  r=0.9808 |  r=0.5004 |
| texture_032 |  |  r=0.9670 |  r=0.9675 |  r=0.9916 |  r=0.8007 |
| texture_033 |  |  r=0.8821 |  r=0.9518 |  r=0.8095 |  r=0.5017 |
| texture_034 |  |  r=0.9804 |  r=0.9818 |  r=0.9812 |  r=0.5111 |
| texture_035 |  |  r=0.5484 |  r=0.5819 |  r=0.9363 |  r=0.5403 |
| texture_036 |  |  r=0.9476 |  r=0.9473 |  r=0.9965 |  r=0.5209 |
| texture_037 |  |  r=0.9616 |  r=0.9252 |  r=0.7598 |  r=0.5034 |
| texture_038 |  |  r=0.9561 |  r=0.9561 |  r=0.9958 |  r=0.5364 |
| texture_039 |  |  r=0.5006 |  r=0.5090 |  r=0.5069 |  r=0.5005 |
| texture_040 |  |  r=0.9556 |  r=0.9521 |  r=0.9908 |  r=0.5002 |
| texture_041 |  |  r=0.9630 |  r=0.9606 |  r=0.9859 |  r=0.7756 |
| texture_042 |  |  r=0.9593 |  r=0.9608 |  r=0.8974 |  r=0.5169 |
| texture_043 |  |  r=0.9724 |  r=0.9711 |  r=0.9648 |  r=0.5004 |
| texture_044 |  |  r=0.9862 |  r=0.9862 |  r=0.9847 |  r=0.8330 |
| texture_045 |  |  r=0.9935 |  r=0.9934 |  r=0.9798 |  r=0.7761 |
| texture_046 |  |  r=0.9768 |  r=0.9778 |  r=0.6708 |  r=0.5001 |
| texture_047 |  |  r=0.9275 |  r=0.9316 |  r=0.6882 |  r=0.7183 |
| texture_048 |  |  r=0.9849 |  r=0.9850 |  r=0.9794 |  r=0.5004 |
| texture_049 |  |  r=0.9718 |  r=0.9748 |  r=0.9842 |  r=0.5022 |
| texture_050 |  |  r=0.8460 |  r=0.8537 |  r=0.9013 |  r=0.9011 |
| texture_051 |  |  r=0.9588 |  r=0.9569 |  r=0.9748 |  r=0.5009 |
| texture_052 |  |  r=0.9788 |  r=0.9790 |  r=0.9857 |  r=0.5045 |
| texture_053 |  |  r=0.6043 |  r=0.5789 |  r=0.9745 |  r=0.5000 |
| texture_054 |  |  r=0.9538 |  r=0.9522 |  r=0.9849 |  r=0.5026 |
| texture_055 |  |  r=0.9571 |  r=0.9611 |  r=0.9716 |  r=0.5550 |
| texture_056 |  |  r=0.9828 |  r=0.9823 |  r=0.8974 |  r=0.5031 |
| texture_057 |  |  r=0.9877 |  r=0.9869 |  r=0.5701 |  r=0.5000 |
| texture_058 |  |  r=0.9574 |  r=0.9643 |  r=0.9744 |  r=0.5061 |
| texture_059 |  |  r=0.9669 |  r=0.9659 |  r=0.8242 |  r=0.5000 |
| texture_060 |  |  r=0.9607 |  r=0.9608 |  r=0.6379 |  r=0.5000 |
| texture_061 |  |  r=0.9784 |  r=0.9761 |  r=0.8963 |  r=0.5042 |
| texture_062 |  |  r=0.9772 |  r=0.9710 |  r=0.9907 |  r=0.5034 |
| texture_063 |  |  r=0.9676 |  r=0.7212 |  r=0.9844 |  r=0.8775 |
| texture_064 |  |  r=0.9771 |  r=0.9798 |  r=0.8128 |  r=0.5028 |
| texture_065 |  |  r=0.9641 |  r=0.9643 |  r=0.8559 |  r=0.5157 |
| texture_066 |  |  r=0.7375 |  r=0.7337 |  r=0.9560 |  r=0.5036 |
| texture_067 |  |  r=0.9639 |  r=0.9671 |  r=0.9906 |  r=0.5000 |
| texture_068 |  |  r=0.9561 |  r=0.9558 |  r=0.9925 |  r=0.5025 |
| texture_069 |  |  r=0.9616 |  r=0.9633 |  r=0.9790 |  r=0.5006 |
| texture_070 |  |  r=0.9778 |  r=0.9784 |  r=0.9750 |  r=0.5000 |
| texture_071 |  |  r=0.9371 |  r=0.9398 |  r=0.9420 |  r=0.5144 |
| texture_072 |  |  r=0.9598 |  r=0.9598 |  r=0.9942 |  r=0.5126 |
| texture_073 |  |  r=0.9545 |  r=0.9544 |  r=0.9872 |  r=0.5019 |
| texture_074 |  |  r=0.6387 |  r=0.5634 |  r=0.6141 |  r=0.5015 |
| texture_075 |  |  r=0.9558 |  r=0.9559 |  r=0.9751 |  r=0.5004 |
| texture_076 |  |  r=0.9431 |  r=0.9423 |  r=0.8358 |  r=0.8241 |
| texture_077 |  |  r=0.9866 |  r=0.9856 |  r=0.8563 |  r=0.5024 |
| texture_078 |  |  r=0.5203 |  r=0.5283 |  r=0.6962 |  r=0.5088 |
| texture_079 |  |  r=0.9782 |  r=0.9770 |  r=0.5203 |  r=0.5094 |
| texture_080 |  |  r=0.9818 |  r=0.9847 |  r=0.9789 |  r=0.6902 |
| texture_081 |  |  r=0.9573 |  r=0.9553 |  r=0.9441 |  r=0.5523 |
| texture_082 |  |  r=0.9504 |  r=0.9504 |  r=0.9813 |  r=0.5203 |
| texture_083 |  |  r=0.9813 |  r=0.9801 |  r=0.7288 |  r=0.5002 |
| texture_084 |  |  r=0.9616 |  r=0.9612 |  r=0.9908 |  r=0.5022 |
| texture_085 |  |  r=0.5062 |  r=0.5063 |  r=0.9713 |  r=0.6032 |
| texture_086 |  |  r=0.9616 |  r=0.9603 |  r=0.9840 |  r=0.5033 |
| texture_087 |  |  r=0.6424 |  r=0.5784 |  r=0.7125 |  r=0.5012 |
| texture_088 |  |  r=0.9459 |  r=0.9448 |  r=0.9741 |  r=0.5005 |
| texture_089 |  |  r=0.9675 |  r=0.9711 |  r=0.6920 |  r=0.5001 |
| texture_090 |  |  r=0.9808 |  r=0.9792 |  r=0.9811 |  r=0.5007 |
| texture_091 |  |  r=0.9719 |  r=0.9719 |  r=0.6731 |  r=0.5005 |
| texture_092 |  |  r=0.9636 |  r=0.9676 |  r=0.9808 |  r=0.5003 |
| texture_093 |  |  r=0.6219 |  r=0.9181 |  r=0.5480 |  r=0.5126 |
| texture_094 |  |  r=0.9704 |  r=0.9698 |  r=0.5499 |  r=0.5011 |
| texture_095 |  |  r=0.9769 |  r=0.9768 |  r=0.5205 |  r=0.5000 |
| texture_096 |  |  r=0.7812 |  r=0.8527 |  r=0.7568 |  r=0.5001 |
| texture_097 |  |  r=0.9676 |  r=0.9674 |  r=0.8838 |  r=0.5030 |
| texture_098 |  |  r=0.9586 |  r=0.9585 |  r=0.5578 |  r=0.5002 |
| texture_099 |  |  r=0.9501 |  r=0.9501 |  r=0.8571 |  r=0.5039 |
| Overall | r=0.9146 | r=0.9146 | r=0.8789 | r=0.5475 | |
|
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©
SVCL