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:
(DytexMixIC) | – mixture of dynamic textures, using initial contour. |
(DytexMixCS) | – mixture of dynamic textures, using component splitting (i.e. no initialization). |
(Ising) | – Ising descriptors, using initial contour [Ghoreyshi and Vidal, WDV 2006]. |
(GPCA) | – generalized PCA [Vidal and Ravichandran, CVPR 2005]. |
These are the results for video textures containing 2 segments. The Rand index (r) of the segmentation is given below the image.
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 |