Table 1.
The performance of MuralNet, Light Mural and this study was compared.
Fig 1.
Overall Network Architecture Diagram.
Fig 2.
Structure of DenseNet network.
Fig 3.
Architecture of Bidirectional Recurrent Attention Network with Multi-Scale Feature Fusion.
Table 2.
Mural Dataset Category Distribution.
Table 3.
Data set statistics table.
Table 4.
Performance Comparison of Distillation Methods.
Fig 4.
Partial test set images.
Table 5.
Ablation Results (Test Set).
Table 6.
Learning Rate Impact.
Table 7.
Multi-Branch Architecture Impact.
Table 8.
Performance Comparison with State-of-the-Art Models.
Table 9.
Edge Device Performance (NVIDIA Jetson TX2).