Linfeng Kong, Yun Wu. Retinal Vessel Segmentation Using Multi-Directional Stripe Convolution and Pyramid Dual Pooling[J]. Laser & Optoelectronics Progress, 2025, 62(2): 0217003
- Laser & Optoelectronics Progress
- Vol. 62, Issue 2, 0217003 (2025)
Fig. 1. Overall structure of MPU-Net model
Fig. 2. Structure of FDSC module in encoder
Fig. 3. Structure of PDPF2 module
Fig. 4. Structure of CSDA module
Fig. 5. Structure of ECA module
Fig. 6. Structure of SA module
Fig. 7. Partial images after preprocessing
Fig. 8. Visual comparison of segmentation results by different methods
Fig. 9. Visual comparison of ablation experiments. (a1) (a2) Images from CHASE-DB1 test set; (b1) (b2) images from DRIVE test set
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Table 1. Comparison of results by different segmentation methods
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Table 2. Performance comparison between MPU-Net and other models
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Table 3. Results of ablation experiments on CHASE-DB1 dataset
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Table 4. Results of ablation experiments on DRIVE dataset
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