Fan YANG, Zhishe WANG, Jing SUN, Zhaofa YU. Infrared and Visible Image Fusion Method via Interactive Self-attention[J]. Acta Photonica Sinica, 2024, 53(6): 0610003
- Acta Photonica Sinica
- Vol. 53, Issue 6, 0610003 (2024)
Fig. 1. The framework of interactive self-attention fusion method
Fig. 2. The frameworks of Token ViT， Channel ViT and vision transformer
Fig. 3. The subjective comparison results of different fusion models
Fig. 4. The subjective comparison of “Nato_camp”， “Kaptrin_1123”and “Street” selected from the TNO dataset
Fig. 5. The objective comparison results of different methods for the TNO dataset
Fig. 6. The subjective comparison of “00443”and “03989” selected from the M3FD dataset
Fig. 7. The objective comparison results of different methods for the M3FD dataset
Fig. 8. The subjective comparison of “FILR_08910” and “FILR_06307” selected from the Roadscene dataset
Fig. 9. The objective comparison results of different methods for the Roadscene dataset
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Table 1. The objective comparison results of different fusion models
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Table 2. The comparison results of computational efficiency for different fusion methods（units：s）
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