Hong HUANG, Yichuan YANG, Long WANG, Fujian ZHENG, Jian WU. Boundary Perception Network for Pathological Image Segmentation[J]. Acta Photonica Sinica, 2024, 53(1): 0111003
- Acta Photonica Sinica
- Vol. 53, Issue 1, 0111003 (2024)
Fig. 1. The overall structure of the BPNet algorithm
Fig. 2. The structure of attention boundary perception module
Fig. 3. The structure of adaptive shuffle channel attention module
Fig. 4. The GlaS pathological image datasets
Fig. 5. The MoNuSeg nuclei datasets
Fig. 6. The segmentation results of different algorithms on GlaS datasets
Fig. 7. The segmentation results of ablation experiments on GlaS datasets
Fig. 8. The segmentation results of different algorithms on MoNuSeg datasets
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Table 1. The experimental results with different methods on GlaS datasets（Mean ± Std）
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Table 2. The ablation experimental results on GlaS datasets（Mean ± Std）
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Table 3. The experimental results with different methods on MoNuSeg datasets（Mean ± Std）
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Table 4. The ablation experimental results on MoNuSeg datasets（Mean ± Std）
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