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. |
| (GPCA) | – generalized PCA [Vidal & Ravichandran, CVPR 2005]. |
These are the results for video textures containing 4 segments. The Rand index (r) of the segmentation is given below the image.
| Init Contour | Ground Truth |
|---|---|
 |
 |
| Name | Original | DTM | LDT | GPCA |
|---|---|---|---|---|
| texture_001 |  |
 r=0.9477 |
 r=0.9706 |
 r=0.4341 |
| texture_002 |  |
 r=0.9474 |
 r=0.9694 |
 r=0.4907 |
| texture_003 |  |
 r=0.6601 |
 r=0.7500 |
 r=0.5147 |
| texture_004 |  |
 r=0.6804 |
 r=0.7863 |
 r=0.5081 |
| texture_005 |  |
 r=0.9500 |
 r=0.9968 |
 r=0.5268 |
| texture_006 |  |
 r=0.6996 |
 r=0.6796 |
 r=0.5347 |
| texture_007 |  |
 r=0.9422 |
 r=0.9994 |
 r=0.5788 |
| texture_008 |  |
 r=0.9432 |
 r=0.9530 |
 r=0.4864 |
| texture_009 |  |
 r=0.9016 |
 r=0.9467 |
 r=0.5401 |
| texture_010 |  |
 r=0.6861 |
 r=0.7631 |
 r=0.4796 |
| texture_011 |  |
 r=0.9435 |
 r=0.9839 |
 r=0.4359 |
| texture_012 |  |
 r=0.9397 |
 r=0.9966 |
 r=0.5208 |
| texture_013 |  |
 r=0.9471 |
 r=0.9592 |
 r=0.5059 |
| texture_014 |  |
 r=0.9256 |
 r=0.9800 |
 r=0.6254 |
| texture_015 |  |
 r=0.8716 |
 r=0.9952 |
 r=0.5596 |
| texture_016 |  |
 r=0.9146 |
 r=0.9732 |
 r=0.5550 |
| texture_017 |  |
 r=0.8656 |
 r=0.9814 |
 r=0.5726 |
| texture_018 |  |
 r=0.6730 |
 r=0.6624 |
 r=0.5070 |
| texture_019 |  |
 r=0.7047 |
 r=0.7596 |
 r=0.5051 |
| texture_020 |  |
 r=0.8146 |
 r=0.9401 |
 r=0.4906 |
| texture_021 |  |
 r=0.9400 |
 r=0.9985 |
 r=0.6528 |
| texture_022 |  |
 r=0.7207 |
 r=0.9814 |
 r=0.5446 |
| texture_023 |  |
 r=0.6631 |
 r=0.7551 |
 r=0.5285 |
| texture_024 |  |
 r=0.9009 |
 r=0.9787 |
 r=0.5141 |
| texture_025 |  |
 r=0.9212 |
 r=0.8497 |
 r=0.5540 |
| texture_026 |  |
 r=0.9249 |
 r=0.9798 |
 r=0.7486 |
| texture_027 |  |
 r=0.9360 |
 r=0.9993 |
 r=0.5230 |
| texture_028 |  |
 r=0.9081 |
 r=0.9462 |
 r=0.5234 |
| texture_029 |  |
 r=0.8636 |
 r=0.9279 |
 r=0.5244 |
| texture_030 |  |
 r=0.9367 |
 r=0.9916 |
 r=0.5457 |
| texture_031 |  |
 r=0.9349 |
 r=0.9645 |
 r=0.4965 |
| texture_032 |  |
 r=0.6743 |
 r=0.8655 |
 r=0.5390 |
| texture_033 |  |
 r=0.7433 |
 r=0.8893 |
 r=0.5188 |
| texture_034 |  |
 r=0.9417 |
 r=0.9928 |
 r=0.5026 |
| texture_035 |  |
 r=0.9301 |
 r=0.9783 |
 r=0.5178 |
| texture_036 |  |
 r=0.9076 |
 r=0.9199 |
 r=0.5061 |
| texture_037 |  |
 r=0.9182 |
 r=0.9524 |
 r=0.4648 |
| texture_038 |  |
 r=0.9432 |
 r=0.9633 |
 r=0.5210 |
| texture_039 |  |
 r=0.9391 |
 r=0.9811 |
 r=0.5677 |
| texture_040 |  |
 r=0.9454 |
 r=0.9647 |
 r=0.5251 |
| texture_041 |  |
 r=0.6860 |
 r=0.7097 |
 r=0.5075 |
| texture_042 |  |
 r=0.7116 |
 r=0.7525 |
 r=0.4984 |
| texture_043 |  |
 r=0.9568 |
 r=0.9977 |
 r=0.4988 |
| texture_044 |  |
 r=0.9456 |
 r=0.9808 |
 r=0.4941 |
| texture_045 |  |
 r=0.9414 |
 r=0.9997 |
 r=0.5004 |
| texture_046 |  |
 r=0.9323 |
 r=0.9923 |
 r=0.4947 |
| texture_047 |  |
 r=0.9511 |
 r=0.9455 |
 r=0.5402 |
| texture_048 |  |
 r=0.7498 |
 r=0.7581 |
 r=0.4658 |
| texture_049 |  |
 r=0.7488 |
 r=0.9781 |
 r=0.5025 |
| texture_050 |  |
 r=0.9395 |
 r=0.9887 |
 r=0.5180 |
| texture_051 |  |
 r=0.9076 |
 r=0.9852 |
 r=0.7012 |
| texture_052 |  |
 r=0.9415 |
 r=0.8427 |
 r=0.5051 |
| texture_053 |  |
 r=0.8960 |
 r=0.9701 |
 r=0.6974 |
| texture_054 |  |
 r=0.6871 |
 r=0.7277 |
 r=0.4901 |
| texture_055 |  |
 r=0.9149 |
 r=0.9644 |
 r=0.5487 |
| texture_056 |  |
 r=0.6263 |
 r=0.6008 |
 r=0.5462 |
| texture_057 |  |
 r=0.9145 |
 r=0.9763 |
 r=0.7199 |
| texture_058 |  |
 r=0.6551 |
 r=0.7434 |
 r=0.5876 |
| texture_059 |  |
 r=0.9291 |
 r=0.9810 |
 r=0.7549 |
| texture_060 |  |
 r=0.9027 |
 r=0.9474 |
 r=0.5152 |
| texture_061 |  |
 r=0.9505 |
 r=0.9875 |
 r=0.5591 |
| texture_062 |  |
 r=0.6823 |
 r=0.8527 |
 r=0.5179 |
| texture_063 |  |
 r=0.9401 |
 r=0.9998 |
 r=0.5072 |
| texture_064 |  |
 r=0.9099 |
 r=0.9612 |
 r=0.4597 |
| texture_065 |  |
 r=0.9346 |
 r=0.9980 |
 r=0.5130 |
| texture_066 |  |
 r=0.6703 |
 r=0.8063 |
 r=0.5092 |
| texture_067 |  |
 r=0.9185 |
 r=0.8933 |
 r=0.4812 |
| texture_068 |  |
 r=0.9274 |
 r=0.9487 |
 r=0.4650 |
| texture_069 |  |
 r=0.9277 |
 r=0.9765 |
 r=0.4988 |
| texture_070 |  |
 r=0.7324 |
 r=0.9661 |
 r=0.4974 |
| texture_071 |  |
 r=0.7329 |
 r=0.6846 |
 r=0.5274 |
| texture_072 |  |
 r=0.9194 |
 r=0.9430 |
 r=0.4981 |
| texture_073 |  |
 r=0.9442 |
 r=0.9877 |
 r=0.5134 |
| texture_074 |  |
 r=0.8896 |
 r=0.8438 |
 r=0.5247 |
| texture_075 |  |
 r=0.7161 |
 r=0.9796 |
 r=0.5065 |
| texture_076 |  |
 r=0.9078 |
 r=0.9855 |
 r=0.6584 |
| texture_077 |  |
 r=0.7752 |
 r=0.9086 |
 r=0.5752 |
| texture_078 |  |
 r=0.8777 |
 r=0.9434 |
 r=0.7033 |
| texture_079 |  |
 r=0.6739 |
 r=0.7068 |
 r=0.5119 |
| texture_080 |  |
 r=0.8061 |
 r=0.8830 |
 r=0.4864 |
| texture_081 |  |
 r=0.9225 |
 r=0.9810 |
 r=0.5904 |
| texture_082 |  |
 r=0.7221 |
 r=0.7530 |
 r=0.5114 |
| texture_083 |  |
 r=0.9391 |
 r=0.9963 |
 r=0.6073 |
| texture_084 |  |
 r=0.6646 |
 r=0.7132 |
 r=0.4793 |
| texture_085 |  |
 r=0.9582 |
 r=0.9921 |
 r=0.5492 |
| texture_086 |  |
 r=0.9420 |
 r=0.9922 |
 r=0.5052 |
| texture_087 |  |
 r=0.7169 |
 r=0.9857 |
 r=0.6662 |
| texture_088 |  |
 r=0.9565 |
 r=0.9755 |
 r=0.5593 |
| texture_089 |  |
 r=0.9323 |
 r=0.9998 |
 r=0.5146 |
| texture_090 |  |
 r=0.8225 |
 r=0.9382 |
 r=0.5813 |
| texture_091 |  |
 r=0.8059 |
 r=0.9990 |
 r=0.5516 |
| texture_092 |  |
 r=0.9102 |
 r=0.9504 |
 r=0.5181 |
| texture_093 |  |
 r=0.9211 |
 r=0.7512 |
 r=0.5541 |
| texture_094 |  |
 r=0.9171 |
 r=0.9757 |
 r=0.5607 |
| texture_095 |  |
 r=0.9358 |
 r=0.9892 |
 r=0.5487 |
| texture_096 |  |
 r=0.9307 |
 r=0.9942 |
 r=0.5467 |
| texture_097 |  |
 r=0.9331 |
 r=0.9961 |
 r=0.4979 |
| texture_098 |  |
 r=0.8769 |
 r=0.9786 |
 r=0.6049 |
| texture_099 |  |
 r=0.7022 |
 r=0.7588 |
 r=0.5100 |
| texture_100 |  |
 r=0.9007 |
 r=0.8382 |
 r=0.5174 |
| Overall | r=0.8574 | r=0.9158 | r=0.5377 |