Visual Vehicle Tracking Based on Deep Representation and Semisupervised Learning

Table 1

Tracking success rate of each algorithm (%).

	MTT	CT	KCF	MIL	L1T	DSST	Our method
Video 1 (day 1)	92.4	64.7	83.2	69.7	75.8	50.2	98.3
Video 2 (night)	89.6	59.8	74.9	60.8	71.2	51.4	87.3
Video 3 (rain)	91.0	62.3	80.4	62.3	78.7	58.8	93.5
Video 4 (twilight)	80.4	59.8	69.9	56.6	70.5	60.7	89.5
Average	88.3	61.6	77.1	62.3	74.0	55.3	92.1