Zhuling Qiu, Yufei Zha, Peng Zhu, Min Wu. Visual Tracking Algorithm Based on Online Feature Discrimination with Siamese Network[J]. Acta Optica Sinica, 2019, 39(9): 0915003
- Acta Optica Sinica
- Vol. 39, Issue 9, 0915003 (2019)
Fig. 1. Flow chart of network online update. (a) Network training model; (b) response of common features; (c) response of special features
Fig. 2. Tracking target responses in similar interference sequence. (a) Basketball; (b) girl2; (c) liquor
Fig. 3. Comparison of precision and success rates under different update strategies. (a) Plot of precision rate; (b) plot of success rate
Fig. 4. Comparison of precision and success rates of different algorithms in the OTB50 video library. (a) Plot of precision rate; (b) plot of success rate
Fig. 5. Comparison of precision and success rates of different algorithms in the OTB100 video library. (a) Plot of precision rate; (b) plot of success rate
Fig. 6. Precision rate graph of each algorithm under different difficulty attributes
Fig. 7. Actual tracking effect of each algorithm for vidios with different difficulty attributes
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