*3.5. Ablation Study*

The against ablations of within domain reconstruction loss, cross domain reconstruction loss, and latent matching loss are compared. In this case, the basic model contains only adversarial loss. As shown in Tables 6 and 7, adding reconstruction loss and latent matching loss alone can effectively improve the evaluation metrics of the images, and the model including all the loss functions achieves the highest evaluation score.

**Table 6.** Ablation study of the translation from infrared spectrum domain to visible spectrum domain.



**Table 7.** Ablation study of the translation from visible spectrum domain to infrared spectrum domain.
