Technologies enabling safe visual recognition in low-visibility environments are gaining increasing attention across sectors such as autonomous driving, aviation, and smart transportation. Thick fog remains a major challenge on highways, mountainous roads, and airport runways, where vision-based recognition systems frequently fail.