Rain, fog, and haze are atmospheric phenomena that significantly reduce visibility, especially during adverse weather conditions. These weather conditions pose a substantial risk to road safety, as they can impair the vision of drivers and lead to accidents. Detecting and removing rain, fog, and haze from images captured by traffic cameras or vehicle-mounted sensors can significantly enhance visibility, helping drivers navigate safely and prevent accidents.