Fig 1.
The overall structure of the MAAR-Net model.
Fig 2.
The original BasicBlock1 structure.
Fig 3.
The original BasicBlock2 structure.
Fig 4.
The structure of the DSCAM module.
Fig 5.
The structure of the enhanced BasicBlock1 module.
Fig 6.
The structure of the enhanced BasicBlock2 module.
Fig 7.
The structure of the depth-separable volume accumulation attention module.
Fig 8.
The process of upsampling.
Fig 9.
The structure of the auxiliary segmentation branch.
Fig 10.
Some images of the dataset.
Table 1.
Comparative Experiments.
Fig 11.
Compare the experimental results of the models.
Table 2.
Ablation experiment.
Fig 12.
Results of the ablation experiment.
Table 3.
Comparison of model performance before and after pruning.
Fig 13.
Comparison of visual results before and after pruning.
Table 4.
Performance comparison after model quantification.
Fig 14.
Comparison of visual results before and after pruning model quantification.