Ruihu Cao, Pengchao Zhang, Lei Wang, Fan Zhang, Jie Kang. Single Image Defogging Algorithm Based on Attention Mechanism[J]. Laser & Optoelectronics Progress, 2023, 60(2): 0210011
- Laser & Optoelectronics Progress
- Vol. 60, Issue 2, 0210011 (2023)
Fig. 1. DRS-Dehaze Net framework
Fig. 2. DRS-Block structure
Fig. 3. SKattention structure
Fig. 4. Comparison of dehazing results for synthetic foggy images. (a) Foggy images; (b) original images; (c) AOD; (d) BCCR; (e) DCP; (f) Dehazenet; (g) Yoly; (h) proposed algorithm
Fig. 5. Result comparison for real fogged images Girls. (a) Foggy image; (b) AOD; (c) BCCR; (d) DCP; (e) Dehazenet; (f) Yoly; (g) proposed algorithm
Fig. 6. Result comparison for real fogged images Trees. (a) Foggy image; (b) AOD; (c) BCCR; (d) DCP; (e) Dehazenet; (f) Yoly; (g) proposed algorithm
Fig. 7. Result comparison for real fogged images Tian An Men. (a) Foggy image; (b) AOD; (c) BCCR; (d) DCP; (e) Dehazenet; (f) Yoly; (g) proposed algorithm
Fig. 8. Comparison of average gradient for real fogged images
Fig. 9. Comparison of information entropy for real fogged images
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Table 1. Experimental results for synthetic fogged images
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Table 2. Comparison of running time of different algorithms
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Table 3. Average gradient of ablation experiments
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