Min Wu, Yufei Zha, Yuanqiang Zhang, Tao Ku, Yunqiang Li, Shengjie Zhang. Visual Tracking Algorithm Based on Classification-Validation Model[J]. Acta Optica Sinica, 2018, 38(5): 0515003
- Acta Optica Sinica
- Vol. 38, Issue 5, 0515003 (2018)
Fig. 1. Information of learning similarity and classification
Fig. 2. Deep classification-validation network model
Fig. 3. Online real-time tracking process
Fig. 4. Diagram of the tracking results. (a) Liquor sequence; (b) subway sequence; (c) football sequence; (d) ironman sequence; (e) matrix sequence; (f) soccer sequence
Fig. 5. Comparison of success rate for different parameters. (a) OPE; (b) SRE; (c) TRE
Fig. 6. Comparison of success rate of proposed algorithm on OTB50
Fig. 7. Comparison of success rate of proposed algorithm on UAV123
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Table 1. Video sequence and its description
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