Liming Liang, Jiang Yin, Yuanyuan Wu, Jun Feng. Medical Image Segmentation Algorithm Based on Bilateral Fusion[J]. Laser & Optoelectronics Progress, 2022, 59(8): 0817003
- Laser & Optoelectronics Progress
- Vol. 59, Issue 8, 0817003 (2022)
Fig. 1. Overall structure of medical image segmentation network model BFNet based on bilateral fusion
Fig. 2. Structure of deep semantic fusion network
Fig. 3. Structure of RFB
Fig. 4. Structure of DFB
Fig. 5. Structure of shallow detail fusion network
Fig. 6. Structure of partition head
Fig. 7. Comparison of visualization results of different algorithms on ISIC2017 dataset. (a) Original images; (b) manual labeling images by experts; (c) proposed algorithm; (d) Ref.[4]; (e) Ref.[7]; (f) Ref.[11]; (g) Ref.[27]
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Table 1. Comparison results of proposed algorithm and other algorithms on Kvasir-SEG dataset
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Table 2. Comparison results of proposed algorithm and other algorithms on ISIC2016 dataset
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Table 3. Comparison results of proposed algorithm and other algorithms on ISIC2017 dataset
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Table 4. Influence of different modules on network performance
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