Tracking Objects Based on Multiple Particle Filters for Multipart Combined Moving Directions Information

Table 1

Algorithm results of DiMP, GradNet, MultiPart3, MultiPart3_direction, MultiPart2, and MultiPart2_direction.

Video	DiMP (%)		GradNet (%)		MultiPart2 (%)		MultiPart2_direction (%)		MultiPart3 (%)		MultiPart3 direction (%)
	R1	R2	R1	R2	R1	R2	R1	R2	R1	R2	R1	R2
Crossing	100	100	100	100	100	98.3	100	93.3	100	100	100	100
Dancer	93.3	100	92.4	98.2	95.1	88.9	91.1	88.4	83.1	86.2	64.9	74.2
Dancer2	97.3	99.3	100	100	77.3	59.0	47.3	57.3	100	98.7	96.0	96.7
David3	90.9	90.9	100	100	73.0	81.4	64.3	67.9	80.6	84.5	92.5	92.5
Human8	100	100	8.6	7.0	100	89.1	100	99.2	100	81.3	100	89.8
Walking	100	99.8	100	99.3	100	98.5	100	98.8	99.8	99.0	100	99.3
Walking2	42.2	39.6	100	100	100	100	100	100	98.8	96.0	100	100
	89.1	89.9	85.9	86.4	92.2	87.9	86.1	86.4	94.6	92.2	93.3	93.2