Fig. 1. Matching points mark the plot

Fig. 2. Fusion diagram of IR and VS. (a) IR fuses to VS; (b) VS fuses to IR

Fig. 3. Two-branch homography estimation model

Fig. 4. Space aggregation structure. (a) Feature decomposition structure; (b) Multilevel gated aggregation

Fig. 5. Channel aggregation structure diagram

Fig. 6. Feature enhancement structure diagram

Fig. 7. Efficient aggregation of linear Transformer attention graphs

Fig. 8. Feature aggregation module

Fig. 9. Key point matching graph

Fig. 10. Matching effect of each single stressor matrix. (a) Label image; (b) Prediction image; (c) Final prediction chart

Fig. 11. Different matching algorithm renderings

Fig. 12. The effect diagram of the proposed image registration algorithm

Fig. 13. RMSE error plots for different matching methods