Fengsui Wang, Furong Liu, Jingang Chen, Qisheng Wang. Multi-Loss Joint Cross-Modality Person Re-Identification Method Integrating Attention Mechanism[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0810010
- Laser & Optoelectronics Progress
- Vol. 59, Issue 8, 0810010 (2022)
Fig. 1. Diagram of multi-loss joint cross-modality network structure of fused attention model
Fig. 2. Feature extraction module
Fig. 3. Attention structure
Fig. 4. Feature constraint module
Fig. 5. Trends of loss and accuracy during training stage. (a) Loss; (b) accuracy
Fig. 6. Trend of mAP in training stage
Fig. 7. Comparison of proposed method and other advanced methods for SYSU-MM01 all-search single mode
Fig. 8. Comparison of proposed method and other advanced methods for SYSU-MM01 all-search multi mode
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Table 1. Experimental results of each module in RegDB dataset
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Table 2. Comparative experiment results between our method and others for SYSU-MM01 indoor-search mode
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