Yuanfa Ji, Chuanji He, Xiyan Sun, Ning Guo. Object Tracking Based on Adaptive Feature Fusion and Context-Aware[J]. Laser & Optoelectronics Progress, 2021, 58(16): 1610011
- Laser & Optoelectronics Progress
- Vol. 58, Issue 16, 1610011 (2021)
Fig. 1. Flowchart of the proposed algorithm
Fig. 2. APCE value and response value at different scenes. (a) Scene 1; (b) scene 2
Fig. 3. Color histogram and response map. (a) Original image; (b) color histogram; (c) response map of color feature
Fig. 4. Adaptive weight values for deep and shallow scores
Fig. 5. Comparison of tracking performance of three algorithms. (a)Precision; (b)success rate
Fig. 6. Comparison of the precision and success rate of 10 tracking algorithms on OTB-2013 benchmark. (a) Precision; (b) success rate
Fig. 7. Comparison of tracking precision of 8 attribute sequences on OTB-2013 benchmark
Fig. 8. Comparison of tracking success rates of 8 attribute sequences on OTB-2013 benchmark
Fig. 9. Qualitative comparison of 10 tracking algorithms on OTB-2013 benchmark
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Table 1. Tracking speed of 10 tracking algorithms
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