Acta Optica Sinica, Volume. 38, Issue 11, 1115003(2018)
Target Tracking Method Based on Location-Classification-Matching Model
Figures & Tables(8)
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
Fig. 5. Precision and success plots of 8 tracking methods on OTB50. (a) Precision plots of OPE; (b) success plots of OPE
Fig. 6. Precision and success plot of 8 trackers on OTB100. (a) Precision plots of OPE; (b) success plots of OPE
Table 1. DP and OR of 4 tracking methods under different attributes%
View tableTable 1. DP and OR of 4 tracking methods under different attributes%
Attribute Alg1 Alg2 Alg3 LCM 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 2. RS of 4 tracking methods in different attributesframe/s
View tableTable 2. RS of 4 tracking methods in different attributesframe/s
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
Tools
Get Citation
Copy Citation Text
Daqian Liu, Wanjun Liu, Bowen Fei. Target Tracking Method Based on Location-Classification-Matching Model[J]. Acta Optica Sinica, 2018, 38(11): 1115003
Paper Information
Category: Machine Vision
Received: Apr. 17, 2018
Accepted: Jun. 19, 2018
Published Online: May. 9, 2019
The Author Email:
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20