These are the segmentation results on the synthetic video texture database using the layered dynamic texture and other state-of-the-art segmentation algorithms:
(DTM) | – mixture of dynamic textures, initialized using the initial contour. |
(LDT) | – layered dynamic texture, initialized using DTM. |
(Ising) | – Ising descriptors, initialized using DTM [Ghoreyshi & Vidal, WDV 2006]. |
(GPCA) | – generalized PCA [Vidal & 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.
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 |