Guoyang Chen, Xiaojun Wu, Tianyang Xu. Unsupervised Infrared Image and Visible Image Fusion Algorithm Based on Deep Learning[J]. Laser & Optoelectronics Progress, 2022, 59(4): 0410010
- Laser & Optoelectronics Progress
- Vol. 59, Issue 4, 0410010 (2022)
Fig. 1. Structure of proposed network
Fig. 2. Diagram of fusion layer
Fig. 3. Experiments on "street" images. (a) Infrared image; (b) visible light image; (c) fusion result of experiment 1; (d) fusion result of experiment 2; (e) fusion result of experiment 3
Fig. 4. Experiments on "man" images. (a) Infrared image; (b) visible light image; (c) fusion result of experiment 1; (d) fusion result of experiment 2; (e) fusion result of experiment 3
Fig. 5. Experiments on 3 pairs of images. (a) Infrared images; (b) visible light images; (c) fusion results of experiment 1; (d) fusion results of experiment 2; (e) fusion results of experiment 3
Fig. 6. Experiments with different algorithms on "street" images
Fig. 7. Experiments with different algorithms on "man" images
Fig. 8. Experiments with different algorithms on 6 pairs of images
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Table 1. Average quality metrics of 21 fused images in different experiments
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Table 2. Average index of 21 fused images
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