Mingzhu SHI, Bin ZAO, Yuhao SU, Xinhui LIN, Siqi KONG, Muxian TAN. Dual attention refinement single image desnowing[J]. Optics and Precision Engineering, 2024, 32(12): 1954
- Optics and Precision Engineering
- Vol. 32, Issue 12, 1954 (2024)
Fig. 1. Structure of dual Attention refinement desnowing network
Fig. 2. Channel attention and pixel attention
Fig. 3. Gated-Dconv feed-forward （GDFN）
Fig. 4. Results of snow removal by different methods on the CSD dataset
Fig. 5. Visualization comparison of different snow removal methods for texture details
Fig. 6. Visual comparison with other methods on real snow images
Fig. 7. Results of ablation experiments of branch network and refinement processing module for snow removal
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Table 1. Results of different desnowing algorithms on three datesets
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Table 2. Comparison results of different construction strategies
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Table 3. Comparison results of different attention strategies
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Table 4. Results of ablation experiments on branching networks and refinement of processing modules
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