Research Article

Part-Based Visual Tracking via Online Weighted P-N Learning

Table 3

Overlapping rate. Bold fonts indicate the best performance while the italic fonts indicate the second best ones.

FG IVT MIL TLD CT Ours

Woman 0.06 0.19 0.14 0.15 0.04 0.15 0.72
DavidIndoor 0.21 0.3 0.45 0.52 0.39 0.47
Cup 0.64 0.67 0.61 0.77 0.63 0.73 0.62
Juice 0.73 0.79 0.64 0.66 0.07 0.69
Deer 0.04 0.07 0.03 0.04 0.34 0.04 0.65
Lemming 0.19 0.05 0.19 0.07 0.64 0.43 0.7
OneLSR 0.54 0.24 0.3 0.26 0.45 0.26 0.56
PersonFloor 0.470.25 0.53 0.47 0.210.6 0.64
Subway 0.15 0.61 0.17 0.09 0.68 0.5 0.67
OSOW2cor 0.590.43 0.63 0.39 0.5 0.4 0.62
DavidOutdoor 0.350.42 0.17 0.3 0.08 0.31 0.62
Occlusion1 0.71 0.72 0.5 0.55 0.48 0.41 0.66
Jumping 0.07 0.1 0.17 0.01 0.78 0.07 0.75

Average0.37 0.36 0.35 0.32 0.46 0.33 0.64