Bendu BAI, Junpeng LI. Multi-exposure Image Fusion Based on Attention Mechanism[J]. Acta Photonica Sinica, 2022, 51(4): 0410004
- Acta Photonica Sinica
- Vol. 51, Issue 4, 0410004 (2022)
Fig. 1. Network structure of AMEFNet
Fig. 2. Feature extraction network structure of AMEFNet
Fig. 3. Attention network structure of AMEFNet
Fig. 4. Feature reconstruction network structure of Unet
Fig. 5. Loss function curve of AMEFNet
Fig. 6. Comparison of House sequence algorithm results
Fig. 7. Comparison of TableLamp sequence algorithm results
Fig. 8. Comparison of running time
Fig. 9. Exposure fusion results of Studio sequence
Fig. 10. Comparison of running time
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Table 1. The values of five quality metrics averaged over the fused images on test set
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Table 2. Time complexity of the different algorithm
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Table 3. Evaluations of attention module on five quality metrics average
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Table 4. Evaluations of different hyperparameter
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