Target Tracking Method Based on Location-Classification-Matching Model

Daqian Liu; Wanjun Liu; Bowen Fei

doi:10.3788/AOS201838.1115003

Journals >Acta Optica Sinica >Volume 38 >Issue 11 >Page 1115003 > Article

Acta Optica Sinica
Vol. 38, Issue 11, 1115003 (2018)

Target Tracking Method Based on Location-Classification-Matching Model

Daqian Liu^1、*, Wanjun Liu², and Bowen Fei³

Author Affiliations

¹ School of Electronic and Information Engineering, Liaoning Technical University, Huludao, Liaoning 125105, China

² School of Software, Liaoning Technical University, Huludao, Liaoning 125105, China

³ School of Business and Management, Liaoning Technical University, Huludao, Liaoning 125105, China

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DOI: 10.3788/AOS201838.1115003 Cite this Article Set citation alerts

Daqian Liu, Wanjun Liu, Bowen Fei. Target Tracking Method Based on Location-Classification-Matching Model[J]. Acta Optica Sinica, 2018, 38(11): 1115003 Copy Citation Text

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Fig. 1. Overall framework of LCM model

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Fig. 2. Diagram of positioning process

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Fig. 3. Similarity matching process

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Fig. 4. Tracking results of the 4 tracking methods in the 5 sequences. (a) Bolt sequences; (b) jump sequences; (c) motor rolling sequences; (d) biker sequences; (e) walking2 sequences

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Fig. 5. Precision and success plots of 8 tracking methods on OTB50. (a) Precision plots of OPE; (b) success plots of OPE

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Fig. 6. Precision and success plot of 8 trackers on OTB100. (a) Precision plots of OPE; (b) success plots of OPE

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Attribute	Alg1		Alg2		Alg3		LCM
Attribute	DP	OR	DP	OR	DP	OR	DP	OR
IV	86.2	81.4	73.8	68.5	88.7	83.2	90.5	84.6
SV	82.4	73.8	70.2	62.1	88.6	79.4	88.2	78.7
OCC	81.6	76.5	67.6	60.4	84.2	78.6	91.4	81.5
DEF	86.1	77.9	68.4	60.8	88.3	79.6	89.7	82.1
MB	84.3	82.6	71.4	69.5	88.9	85.2	89.6	86.3
FM	83.8	78.6	67.5	60.8	88.7	81.4	89.8	82.7
BC	87.8	82.6	75.7	68.5	89.9	83.0	91.3	84.4
LR	77.6	67.8	57.8	50.9	89.6	78.6	94.1	80.5
Average	83.7	77.6	69.0	62.6	88.3	81.1	90.5	82.6

Table 1. DP and OR of 4 tracking methods under different attributes%

Attribute	Alg1	Alg2	Alg3	LCM
IV	2.74	64.55	3.48	2.68
SV	2.78	59.32	3.27	2.43
OCC	2.63	62.24	3.56	2.58
DEF	2.59	64.58	3.44	2.47
MB	3.22	69.44	4.06	2.81
FM	2.84	67.43	3.69	2.76
BC	2.61	68.72	3.14	2.39
LR	3.13	69.46	3.57	2.66
Average	2.82	65.72	3.53	2.60

Table 2. RS of 4 tracking methods in different attributesframe/s

Daqian Liu, Wanjun Liu, Bowen Fei. Target Tracking Method Based on Location-Classification-Matching Model[J]. Acta Optica Sinica, 2018, 38(11): 1115003

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