Dexiang Zhang, Peicheng Yuan, Jun Wang. Person Reidentification Based on Multiscale Batch Feature-Discarding Network[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1215009
- Laser & Optoelectronics Progress
- Vol. 59, Issue 12, 1215009 (2022)
Fig. 1. Structure of IBN module
Fig. 2. Process of batch feature discarding
Fig. 3. Comparison of different discarding methods with the same batch
Fig. 4. Structure of person re-identification network based on multi-scale batch feature discarding network
Fig. 5. Learning process of triplet loss
Fig. 6. Experimental results under different ε. (a) Experimental results under Market1501 dataset; (b) experimental results under DukeMTMC-reID dataset
Fig. 7. Visualization results of Market1501
Fig. 8. Visualization results of DukeMTMC-reID
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Table 1. Statistics for datasets
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Table 2. Experimental results of different ResNet50
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Table 3. Experimental results under different ε
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Table 4. Experimental results of Cut and RE
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Table 5. Experimental results under different training tricks
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Table 6. Comparison of experimental results of different methods on Market1501 and DukeMTMC-reID
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Table 7. Comparison of experimental results of different methods on CUHK03
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Table 8. Comparison of experimental results of different methods on Occluded-Duke
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