Cong Li, Cunyue Lu, Xun Zhao, Baomin Zhang, Hongyu Wang. Scale Adaptive Correlation Filtering Tracing Algorithm Based on Feature Fusion[J]. Acta Optica Sinica, 2018, 38(5): 0515001
- Acta Optica Sinica
- Vol. 38, Issue 5, 0515001 (2018)
Fig. 1. Tracking process diagram of frame t
Fig. 2. Scale change of object. (a) Carscale; (b) David
Fig. 3. Multi-scale feature pyramid. (a) Object image; (b) multi-scale image
Fig. 4. (a) DP plot; (b) success rate plot
Fig. 5. Tracking results of different approaches. (a) Basketball; (b) carscale; (c) David; (d) girl; (e) shaking; (f) singer2
Fig. 6. DP of algorithms. (a) Basketball; (b) carscale; (c) David; (d) girl; (e) shaking; (f) singer2
Fig. 7. Tracking drift phenomenon. (a) Lemming; (b) MotorRolling
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Table 1. Comparison of performance of proposed algorithm and KCF algorithm under different color space features
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Table 2. Comparison of performance of proposed algorithm and other algorithms
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Table 3. DP of different algorithms
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