Hong HUANG, Tao WANG, Yuan LI, Fanlin ZHOU, Yu LI. Cancer Pathological Segmentation Network Based on Depth Feature Fusion[J]. Acta Photonica Sinica, 2022, 51(3): 0310001
- Acta Photonica Sinica
- Vol. 51, Issue 3, 0310001 (2022)
Fig. 1. The overall structure of the proposed HU-Net algorithm
Fig. 2. The structure of EfficientNet-B4
Fig. 3. The method of using attention block
Fig. 4. The structure of attention block
Fig. 5. The SEED and BOT data sets used in the experiment
Fig. 6. Segmentation masks of different algorithms on BOT dataset
Fig. 7. Segmentation masks of different algorithms on SEED dataset
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Table 1. The result of different algorithms on the BOT dataset
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Table 2. The results of different models on the BOT dataset
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Table 3. The result of different algorithms on the SEED dataset
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Table 4. The results of different models on the SEED dataset
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