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 | 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 |
Copyright Antoni Bert Chan 2008 |