Single underwater image restoration by decomposing curves of attenuating color

• By decomposing the attenuation curves of underwater image on RGB channels, the transmission maps can be derived. • A new scoring formula is designed to accurately estimate the background light. • A color balance algorithm can output an enhanced image with natural appearance.