Experimental Results

We used from the BMC 2012 Workshop at ACCV 2012 (BMC 2012 Dataset) which comprises synthetic and real videos of outdoor situations acquired with a static camera, under different weather variations.

Figure 1: Background subtraction results using the running average model on synthetic scenes – (a) original frame, (b) ground truth, (c) LBP, (d) CS-LBP, (e) CS-LDP and (f) proposed XCS-LBP.

Figure 2: Background subtraction results using the MOG model on synthetic scenes – (a) original frame, (b) ground truth, (c) LBP, (d) CS-LBP, (e) CS-LDP and (f) proposed XCS-LBP.