Target-Aware Deep Feature Compression for Power Intelligent Inspection Tracking

Table 1

Comparison of tracking speed and performance.

Sequences	Trackers	Score	FPS
Instrument1	CSK	0.596	357
	KCF	0.313	190.08
	ECO	0.913	2.338
	TADT	0.820	8.842
	SiamRPN	0.631	67.848
	Ours	0.829	31.066
Instrument2	CSK	0.567	119.761
	KCF	0.624	26.33
	ECO	0.814	1.44
	TADT	0.764	37.087
	SiamRPN	0.823	44.103
	Ours	0.816	31.894
Instrument4	CSK	0.776	499.397
	KCF	0.737	217.5
	ECO	0.885	1.431
	TADT	0.845	26.592
	SiamRPN	0.843	70.173
	Ours	0.845	27.635
Insulator1	CSK	0.417	610.642
	KCF	0.417	34.45
	ECO	0.428	2.366
	TADT	0.426	36.916
	SiamRPN	0.465	71.861
	Ours	0.425	34.809
Liquidometer	CSK	0.338	2118.214
	KCF	0.113	969.45
	ECO	0.791	2.4
	TADT	0.702	25.092
	SiamRPN	0.557	98.468
	Ours	0.572	28.871