Real-Time Vehicle Detection Using Cross-Correlation and 2D-DWT for Feature Extraction

Table 1

Vehicle detection rates.

Methods		Video sequences
		1	2	3	4
Cross-correlation + 2D-DWT + SVMs	TD	98	102	115	121
	MV	2	2	2	4
	FD	2	2	1	2
	Accuracy (%)	96.08	96.23	97.46	95.27
Cross-correlation + 2D-DWT + AdaBoost	TD	99	101	116	123
	MV	1	2	1	2
	FD	1	2	1	1
	Accuracy (%)	98.02	96.19	98.31	97.62