Shiyi Yue. Image Semantic Segmentation Based on Hierarchical Context Information[J]. Laser & Optoelectronics Progress, 2019, 56(24): 241005
- Laser & Optoelectronics Progress
- Vol. 56, Issue 24, 241005 (2019)
Fig. 1. Hierarchical context information network architecture
Fig. 2. Position attention mechanism model
Fig. 3. Dilated convolution model
Fig. 4. Enhance model
Fig. 5. Network structure of baseline[16]
Fig. 6. Network structure of ours-1
Fig. 7. Network structure of ours-2
Fig. 8. Network structure of ours-3
Fig. 9. Qualitative comparison between baseline and ours-4
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Table 1. Performance of each model on Cityscapes validation set
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Table 2. Performance of each model on Cityscapes test set%
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Table 3. Network performance on Cityscapes dataset
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