Chenyue Wu, Benshun Yi, Yungang Zhang, Song Huang, Yu Feng. Retinal Vessel Image Segmentation Based on Improved Convolutional Neural Network[J]. Acta Optica Sinica, 2018, 38(11): 1111004
- Acta Optica Sinica
- Vol. 38, Issue 11, 1111004 (2018)
Fig. 1. Schematic of RDB
Fig. 2. Schematic of dilated convolutions under different dilation rates. (a) r=1; (b) r=2; (c) r=3
Fig. 3. Schematic of network structure
Fig. 4. Segmentation results by proposed method and method in Ref. [9]. (a) Original images; (b) ground truth; (c) results in Ref. [9]; (d) results by proposed method
Fig. 5. ROC curves of segmentation results by proposed method and method in Ref. [9]. (a) ROC curves; (b) curves in red box of Fig. (a)
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Table 1. Retinal vessel segmentation performance comparison among different algorithms on DRIVE datasets
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Table 2. [in Chinese]
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