SOBS_CF performance on the www.changedetection.net dataset computed only on available ground truths
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| Category |
Average |
Average |
Average |
Average |
Average |
Average |
Average |
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| Re |
Sp |
FPR |
FNR |
PWC |
F-Measure |
Precision |
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| 2012 Dataset |
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| Baseline |
0,9347 |
0,9978 |
0,0022 |
0,0653 |
0,3912 |
0,9299 |
0,9254 |
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| Dynamic
Background |
0,9014 |
0,9820 |
0,0180 |
0,0986 |
1,8391 |
0,6519 |
0,5953 |
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| Camera
Jitter |
0,8218 |
0,9768 |
0,0232 |
0,1782 |
2,8437 |
0,7150 |
0,6405 |
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| Intermittent
motion |
0,7641 |
0,9381 |
0,0619 |
0,2359 |
6,7454 |
0,5810 |
0,5464 |
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| Shadow |
0,8694 |
0,9828 |
0,0172 |
0,1306 |
2,2627 |
0,7720 |
0,7045 |
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| Thermal |
0,6347 |
0,9953 |
0,0047 |
0,3653 |
1,8021 |
0,7140 |
0,8715 |
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| 2014 Dataset |
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| Bad
Weather |
0,5826 |
0,9945 |
0,0055 |
0,4174 |
1,1536 |
0,6456 |
0,7824 |
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| Low
framerate |
0,8052 |
0,8752 |
0,1248 |
0,1948 |
13,0995 |
0,5317 |
0,4877 |
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| Night
Videos |
0,6527 |
0,9550 |
0,0450 |
0,3473 |
5,1939 |
0,3753 |
0,3095 |
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| PTZ |
0,8509 |
0,6798 |
0,3202 |
0,1491 |
31,9154 |
0,0476 |
0,0249 |
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| Turbulence |
0,7272 |
0,9986 |
0,0014 |
0,2728 |
0,3063 |
0,5652 |
0,5282 |
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