Cyclist Helmet Recognition using Computer Vision Techniques

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Transcript Cyclist Helmet Recognition using Computer Vision Techniques 

Jinling Li
Color
HOG
Texton
LBP
Original Accuracy
0.74
0.79
0.73
0.65
Top Rank Score
Selection
0.87
0.85
0.89
0.77
Top Score in the
Cluster Selection
0.88
0.92
0.96
0.83
Single
Machine
Average of Four
Instances
Average of Six
Instances
Texton
3 min
4 min
2 min
HOG
426 min
495 min
320 min