Nianfu ZHAO, Lin WANG, Xiangjun WANG, Wenliang CHEN. Re-detection method for long-term tracking based on improved two-stage detection networks[J]. Journal of Applied Optics, 2023, 44(4): 768
- Journal of Applied Optics
- Vol. 44, Issue 4, 768 (2023)
Fig. 1. Framework of algorithm
Fig. 2. Template region matching method of typical deep cross-correlation
Fig. 3. Network structure of enhancement-and-correlation stage
Fig. 4. Comparison of re-detection effects
Fig. 5. Dynamic interaction module used in proposed method
Fig. 6. Comparison of experimental results on LaSOT dataset
Fig. 7. Experimental results under subdivision scene of LaSOT dataset
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Table 1. Experimental results on OxUva dataset
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Table 2. Results of ablation experiments
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