Table 3. Comparison between several feature extraction methods on Graz-01.

	Data sets
Methods	Bike		Person
	EER	AUC	EER	AUC
Moment Invariants [35]	73.5	76.5	63.0	68.7
SIFT [35]	78.0	86.5	76.5	80.8
SM [35]	83.5	89.6	56.5	59.1
EBIM [36]	84.1	90.5	86.0	91.8
HMAX	75.5	85.2	74.8	81.5
The Proposed Model	80.2	88.5	84	90.8

The measures are EER (Equal-Error Rate) and AUC (ROC-Area Under Curve). (Our reported results are the average of 20 independent runs).