Hao Chen, Baohua Zhang, Xiaoqi Lü, Yu Gu, Yueming Wang, Xin Liu, Yan Ren, Jianjun Li, Ming Zhang. Soft Pseudo-Label and Multi-Scale Feature Fusion for Person Re-Identification[J]. Laser & Optoelectronics Progress, 2022, 59(24): 2420001
- Laser & Optoelectronics Progress
- Vol. 59, Issue 24, 2420001 (2022)
Fig. 1. Model of soft pseudo-label correction based on improved SPGAN
Fig. 2. Generator structure diagram for SPGAN
Fig. 3. Multiple scale feature reconstruction model
Fig. 4. Visual examples of image-image translation
Fig. 5. Visual collation map of model characteristic pattern
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Table 1. Results of soft pseudo-label correction method verification experiment
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Table 2. Results of pseudo-label clustering algorithm based on the SPGAN model verification experiment
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Table 3. Comparison of unsupervised person recognition accuracy with related methods
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