Heng Li, Liming Zhang, Meirong Jiang, Yulong Li. Multi-Focus Image Fusion Algorithm Based on Supervised Learning for Fully Convolutional Neural Networks[J]. Laser & Optoelectronics Progress, 2020, 57(8): 081015
- Laser & Optoelectronics Progress
- Vol. 57, Issue 8, 081015 (2020)
Fig. 1. Framework of proposed method
Fig. 2. Network structure diagram
Fig. 3. Constructed data
Fig. 4. Training results of the 1st, 25th, 50th, 75th, and 100th epochs
Fig. 5. Neural network loss function curve of training 100 epochs
Fig. 6. Partial of multi-focus test images used in experiment
Fig. 7. Experimental results of first group images with different algorithms
Fig. 8. Experimental results of second group images with different algorithms
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Table 1. Average values of quality metrics for 27 test images under different fuzzy settings
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Table 2. Average values of quality metrics for 27 test images
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