Table 5.

Data sets used for support vector machine (SVM) classifier training.

	Preliminary Training	Final Training	Testing
Positive (Human) [INRIA,MIT]	3,340	3,340	1,126
Negative (Non-human) [INRIA]	12,800	47,229	4,530