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Table 2 F-measures for 2012 CDnet

From: Sample-based integrated background subtraction and shadow detection

  Method       
Category Proposed KDE SC-SOBS ViBE PBAS CPDS DPGMM
  (SBBS) [44] [45] [17] [19] [46] [14]
Baseline 0.919 0.909 0.933 0.870 0.924 0.921 0.929
dyn. background 0.813 0.596 0.669 0.565 0.683 0.750 0.814
Camera jitter 0.735 0.572 0.705 0.600 0.722 0.487 0.748
int. obj. motion 0.680 0.409 0.592 0.507 0.575 0.741 0.542
Shadow 0.711 0.803 0.779 0.803 0.860 0.809 0.813
Thermal 0.750 0.742 0.692 0.665 0.756 0.662 0.813
Overall 0.768 0.672 0.728 0.668 0.753 0.728 0.776
  1. Best values are italicized