A study published on 10 November 2023, in the Journal of Remote Sensing, has made significant strides in aerial visible-to-infrared image translation. It offers advantages like lower cost, higher efficiency, and enhanced downstream task performance, addressing issues like lack of datasets, methodological surveys, and comprehensive evaluation systems for image quality.A study published on 10 November 2023, in the Journal of Remote Sensing, has made significant strides in aerial visible-to-infrared image translation. It offers advantages like lower cost, higher efficiency, and enhanced downstream task performance, addressing issues like lack of datasets, methodological surveys, and comprehensive evaluation systems for image quality.[#item_full_content]