Tao Zhang, Zhengming Yi, Xuan Li, Xing Sun. Improved Algorithm for Person Re-Identification Based on Global Features[J]. Laser & Optoelectronics Progress, 2020, 57(24): 241503
- Laser & Optoelectronics Progress
- Vol. 57, Issue 24, 241503 (2020)
Fig. 1. Learning process of triplet loss fuction
Fig. 2. Structure of network model
Fig. 3. Performance curves for different λ values on different datasets. (a) Market1501 dataset; (b) DukeMTMC-reID dataset
Fig. 4. Comparative experimental results of different algorithms on different datasets. (a) Market1501 dataset; (b) DukeMTMC-reID dataset
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Table 1. Performance comparison of different parameters
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Table 2. Performance comparison of proposed algorithm with other advanced algorithms on Market1501 dataset and DukeMTMC-reID dataset
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Table 3. Performance comparison of proposed algorithm with other advanced algorithms on CUHK03 dataset
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