Fig. 1. The overall framework of our method

Fig. 2. Neighborhood pseudo label refinement module

Fig. 3. Schematic diagram of camera-aware guided by refined pseudo-labels. (a) Original intra-camera contrast; (b) Corrected intra-camera contrast; (c) Original inter-camera contrast; (d) Corrected inter-camera contrast

Fig. 4. Comparison of Top-10 ranking lists between on Market-1501 dataset among different methods. (a) Baseline method; (b) CAP^[9] method; (c) PPLR^[15] method; (d) Our method

Fig. 5. Feature T-SNE visualization results of different methods on Market-1501 dataset. (a) Baseline method; (b) CAP^[9] method; (c) PPLR^[15] method; (d) Our method

Fig. 6. The impact of each hyperparameter to our model on Market-1501. (a) $\alpha$; (b) $k$; (c) ${\tau }_{\text{intra}}$; (d) ${\tau }_{\text{inter}}$